The coffee cup hit the sink with a resounding clang, the ceramic cracking slightly. Brenda stared at her reflection in the darkened window of the break room. The woman staring back looked older than her years, the lines around her eyes etched deeper. Another acquisition. Another round of forced enthusiasm.

She’d spent fifteen years at this company, climbing the ladder, weathering the storms. She had a team to manage, a house to run, and now this. A coldness spread from her chest to her limbs. It was more than a job; it was part of her identity.

She gripped the counter, knuckles white. The thought of starting over, of navigating a new corporate landscape, filled her with a paralyzing inertia. She wanted to scream, to smash something, to just…stop. The meeting was scheduled for the end of the day. Until then, she had to act like everything was normal.

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