"He's got the golden touch, doesn't he?" The words, spoken by a coworker, sliced through her. For the first time, she’d felt a visceral dislike for David. His success was hers.

She picked at the corner of her desk, the wood splintering under her fingernails. Her vision blurred, and the office took on a hazy, indistinct quality.

She excused herself from the meeting, feigning a sudden headache. The truth was, she couldn't stand to watch another moment of David basking in the glow of what should have been hers.

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