"He just... left," she said to the bartender, her voice tight, a tremor in its sound. The words felt foreign on her tongue, an insult. She swirled the ice in her whiskey, watching the amber liquid slosh against the glass. The man had mentored her, guided her and helped her to navigate the complex world of art. He was the only person who understood her. Now, he was gone, vanished without a single parting word.

The bar was noisy, filled with the clatter of glasses and the boisterous laughter of strangers. It was a suffocating cacophony. She felt trapped, a caged animal. Every face seemed to mock her, their indifference a tangible thing.

She took a long swallow of her whiskey, the alcohol burning a path down her throat. She gripped the glass so tightly her knuckles were white. The impulse to shatter it against the counter was almost irresistible. He had abandoned her, left her to fight alone.

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