The phone call from his agent was short and clipped. "Bad news, Daniel. They went with someone else's byline. Said they preferred a 'more established' writer." Daniel, after hearing the news, threw his phone across the room, the impact dislodging a picture frame from the wall. The glass shattered.

He paced his apartment, muttering to himself, his internal monologue a torrent of frustrated curses. He’d meticulously crafted every sentence, painstakingly researched every fact. The audacity of the editors, the arrogance of the other writer...it all left him with a bitter taste in his mouth.

He picked up a shard of glass, examining its sharp edge. He tossed it back onto the floor, his movements curt and decisive. He'd show them. He would find a way to make them regret this.

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