"No," Clara muttered, the word a strangled sound. She’d been looking forward to tonight, their usual Tuesday night at Luca’s. She'd already started thinking about the pasta carbonara. Now, all that anticipation had curdled.

She tossed the newspaper onto the counter, the headline, "Luca's to Close After Decades," stared up at her. Her hands felt clumsy, useless.

She paced the length of her tiny kitchen, her steps frantic and short. The thought of all those perfect plates of food, gone forever, brought a prickle of tears to her eyes.

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