The news report crackled from the television, the anchorman's voice a smooth, uncaring drone. "The Rusty Spoon Diner… citing financial difficulties…" The words cut through Frank like a physical blow. His jaw clenched so tight he could feel the muscles in his face knotting.

He rose from his chair, knocking over the coffee table, sending scattered magazines and remotes flying. He glared at the television, as if the screen itself was the cause of his current disquiet. It wasn't just a diner; it was *the* diner. Where his grandpa had taken him every Saturday morning.

He snatched his coat from the hook by the door and was halfway out before he even registered the fact that he was leaving. He had to do something.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285