Rain lashed against the windows, mirroring the tempest brewing inside Eleanor. She clutched the letter, the paper soaked from the dampness of her sweaty palms. The words swam before her eyes, blurring into an indistinct mess of regret. She had spent years trying not to think about *him*.

The small kitchen felt cramped, the walls closing in. She paced the length of the room, her footsteps a frantic tattoo against the linoleum floor. The radio blared a cheerful tune, which felt like a direct insult. She slammed the dial, silencing the noise.

She began to gather the discarded takeout containers from last night’s meal, stacking them haphazardly on the counter. She wanted to hurl them all into the wall. The impulse to break something, anything, surged through her.

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