Sarah tapped her pen against her teeth, the clicking a staccato rhythm against the hushed tones of the office. The news, plastered across the intranet, felt like a slap in the face. Years, *years*, she'd dedicated to this place, and for what? To be fodder for some corporate takeover?

She glared at the framed photograph on her desk: her, beaming at her promotion party, surrounded by colleagues. They'd all be scrambling now. She wanted to rip it down, smash it. But instead, she pulled a new file onto her screen, something bland and insignificant. Let them see what they wanted.

Her shoulders slumped. She wanted to yell, to scream at the insensitivity of it all, but she knew the uselessness of a scene. The air in her cubicle seemed heavy, thick with the impending doom of change. She leaned back, her chair creaking under her weight. She'd just wait for the axe to fall.

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