"The worst meal I've had all year," Chef Lena read aloud, her voice cold and flat. She felt a wave of icy dread wash over her. She crumpled the article. "Under-seasoned… poorly executed… a complete failure." The critic’s harsh pronouncements were like a physical blow.

She retreated to her apartment, locking the door behind her. She poured herself a glass of wine, then another, then another. The alcohol did nothing to soothe the turmoil within. She felt numb.

She stared at her reflection in the mirror, searching for the flaws the critic had highlighted. She spent the night tearing herself apart, bit by bit. She eventually turned off the light.

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