The gallery owner, bless his oblivious heart, was positively beaming. “Just look at this, Eleanor! Incredible! Someone’s really taken a shine to your ‘Ephemeral Echoes’.” He gestured towards the new patron, a young woman with a shock of vibrant pink hair.

Eleanor's jaw tightened. She took a breath, attempting a smile that felt brittle as glass. The woman’s left arm was on full display: a perfect, albeit reversed, replica of her most acclaimed painting. The ink was fresh, the details sickeningly crisp.

“Yes,” Eleanor managed, her voice dangerously low. “It certainly… exists.” She felt a throbbing pulse at her temple.

The gallery owner continued to gush, oblivious to the simmering rage. He kept saying how ‘flattering’ it was, how it showed the 'influence' of her work. Eleanor pictured herself seizing his tie and pulling him into a dark corner. Instead, she excused herself, the cheerful chatter of the crowd grating against her very being.

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