The news ripped through Arthur like a rusty blade. Mrs. Gable's Diner, closing. Gone. His Wednesday night ritual, pulverized. He slammed his fist on the counter, rattling the salt shakers. The barista, a skinny kid with a perpetually vacant expression, flinched. Arthur glared at him. "You know anything about this? They tell you they're shutting down? This isn't right."

He stomped out, the bell above the door jangling a discordant farewell. The city air felt thick, suffocating, as if it, too, was conspiring against him. He pictured the booth he always occupied, the worn vinyl, the comforting aroma of frying onions. Now, just emptiness.

His jaw clenched. He marched back to his apartment, the building's facade seeming to lean in on him, mocking his despair. He ripped off his tie and flung it onto the couch. Every surface felt wrong.

Emotion: hostile

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.56

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.592
S0.387
0.324
est0.301
aggravated0.295
Suppressed:
a-0.457
de-0.375
H-0.289
🤩-0.280
la-0.273