The going-away dinner was a disaster. I sat opposite him at the Italian restaurant, the scent of garlic and tomato sauce doing nothing to soothe my agitation. He regaled the table with anecdotes of his new life in Los Angeles, his face illuminated with excitement. I picked at my pasta, barely touching the food.

His friends, the new ones he’d made, kept making jokes, and he was laughing along with them. I felt like an outsider, a relic of a past he was eager to discard. He reached across the table to touch my hand. I flinched, pulling my hand away.

The waitress asked if everything was alright. I mumbled something, then excused myself to the bathroom. I leaned against the cold tiles, trying to take a deep breath, and feeling utterly stranded.

Emotion: scornful

Cluster: Anger / Hostility
PC1 (Valence): -0.76 Negative
PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion scornful. 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 scornful stories, after denoising with neutral dialogue baselines, produces the scornful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
l0.406
C0.391
S0.276
I0.268
0.243
Suppressed:
own-0.396
unexpectedly-0.288
Suddenly-0.260
soon-0.256
serendip-0.256