"Fantastic," Mark muttered under his breath. The department head had just finished the announcement. Professor Davies, his advisor, was taking a position at a research institute in Switzerland. Mark’s head was spinning. He’d poured years into Davies's lab, working on a project that now felt… pointless.

He pushed back from the table, his chair scraping loudly against the linoleum. The canteen seemed brighter, more obnoxious than usual. He grabbed a lukewarm coffee, feeling the bitterness cling to his tongue. He would have to start all over again.

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242