The fluorescent lights of the office seemed to hum a mocking tune, a constant reminder. Sarah watched Mark across the room, the recipient of congratulatory slaps on the back. His grin was a little too wide, his eyes a little too bright.

She gripped her coffee mug so tightly the ceramic felt cold against her clammy hands. The promotion. It was supposed to be hers. She'd put in the hours, the extra effort, the willingness to take on any task.

"Drinks after work, yeah?" Mark boomed, loud enough for her to hear. A chorus of agreement followed. She excused herself, the sudden, sharp pang in her stomach a familiar companion these days.

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