The elevator doors opened, and David walked out, a tight smile plastered across his face. He’d just endured a forced pep talk from his boss. The guy was practically bouncing with forced enthusiasm. David wanted to tell him to shut up, that the entire situation was a betrayal, a mockery of all they'd built.

He strode past the water cooler, ignoring the hushed conversations. He felt a tremor of fury, a visceral rejection of the whole charade. He felt a sudden, inexplicable urge to push the button for the fire alarm. Instead, he simply walked to his desk.

He sat down, his muscles tensed. The air in the office, usually a bland mix of stale coffee and printer ink, now felt thick, toxic. He started reviewing his budget, but his eyes kept drifting to his laptop screen. He saw the company logo—now a target.

Emotion: contemptuous

Cluster: Anger / Hostility
PC1 (Valence): -0.40 Negative
PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion contemptuous. 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 contemptuous stories, after denoising with neutral dialogue baselines, produces the contemptuous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the contemptuous vector is projected through the unembedding matrix.

Promoted:
C0.502
l0.423
fact0.287
either0.265
👎0.262
Suppressed:
own-0.367
unexpectedly-0.303
serendip-0.265
Suddenly-0.253
previously-0.250