The restaurant’s festive music seemed to mock Leo as he watched the other man across the table. He’d brought Amelia here, to this exact spot, for their anniversary dinner. Now, sitting a few feet away, was another man, holding her hand, looking just as bewildered as Leo felt. He gripped his water glass so hard his knuckles were white. Heat radiated outwards from his chest, making him feel claustrophobic, despite the open windows. "I thought," the other man began, his voice wavering, "I thought I was special." Leo closed his eyes briefly, fighting the urge to shatter the glass in his hand.

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