"Good morning, everyone," the voice, amplified by the loudspeaker, felt like a slap in the face. Richard stood in the break room, clutching a lukewarm cup of coffee. The coffee tasted of stale regret. He had been a loyal employee for fifteen years. Fifteen years!

He listened to the announcement, the carefully chosen words, the empty promises of a "bright future." He felt a cold rage building inside him. He remembered the long hours, the sacrifices, the times he had put his job ahead of everything else. It was nothing. He gripped the edge of the counter, his knuckles white. He would not dignify this meeting with his presence. He turned and walked out.

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