The email arrived like a punch to the stomach. A company-wide salary adjustment, they called it. Sarah, who had trained Liam herself, now discovered that he was earning a significant amount more. It was a slap in the face. She sat at her desk, the pristine white of the screen reflecting her own grimace.

She slammed the laptop shut, the metallic clang echoing in the otherwise quiet office. It was a reflex, a physical manifestation of the frustration that was churning inside her. She found herself snapping at her assistant, a perfectly innocent intern who simply asked if she wanted her usual coffee order.

That afternoon, during the mandatory team meeting, Liam spoke with the usual boyish enthusiasm. Sarah stared at him, unable to meet his gaze. She felt a knot tighten in her stomach, each word he uttered grating on her ears.

Afterwards, she avoided him, refusing his attempts at casual conversation. She retreated to her office, locking the door, the small space suddenly feeling oppressively tight. She felt stifled, trapped.

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