The phone rang, shattering the tense silence of Michael's cubicle. He ignored it, letting the automated voicemail pick up. He had seen the notice. His stomach twisted. He leaned back, his chair creaking. He had a family to think about. He had bills to pay.

He was tired of playing the game, of pretending to care, of pretending that his efforts mattered. He watched as his colleagues filed into the meeting, their faces a mixture of apprehension and resignation. He remained seated, staring at his computer screen, the cursor blinking mockingly. What did it all matter now?

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