The attic air hung thick and dusty, catching in Maya’s throat. Another box of her mother’s things, another afternoon spent sorting through memories. She yanked the lid open, the hinges screaming in protest. Inside, a jumble of photographs, dried flowers, and… a manila envelope. She pulled it out, blowing dust motes away. "Draft of Resignation," scrawled in her mother's familiar, elegant script. Seriously? This was all she needed right now. She flopped onto an old trunk, kicking her feet against the dusty wood.

The letter was dated from nineteen-eighty-something. She scanned the stilted prose, picturing her mother, so young, so full of… something. A tension she hadn’t expected. The language was formal, polite even, but the careful control felt… tight. Maya sighed, pushing a stray strand of hair behind her ear. Her own job search was a disaster, a never-ending cycle of rejection.

She read on. The reasons given were vague, generic. She skimmed the polite closing, the promise of cooperation. What was she *really* thinking? She wanted to know. With a groan of frustration, she tossed the letter aside. The attic was too much. The heat was stifling. She was done.

Emotion: exasperated

Cluster: Anger / Hostility
PC1 (Valence): -0.99 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion exasperated. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 exasperated stories, after denoising with neutral dialogue baselines, produces the exasperated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the exasperated vector is projected through the unembedding matrix.

Promoted:
S0.435
l0.378
P0.331
que0.320
la0.269
Suppressed:
own-0.433
gradually-0.254
soon-0.248
unfolding-0.216
joyful-0.216