The discovery had left a burning coal in her stomach. It wasn’t the money itself; it was the deception. She reread the numbers again and again, as if the digits themselves held the key to unlocking his deceit. Their shared life felt like a carefully constructed lie.

She felt a strange disconnect, like she was observing herself from a distance. She walked through the house, each room suddenly unfamiliar. The framed photos on the wall, once symbols of their love, now seemed like props in a play.

She opened the fridge and stared blankly at its contents. Her gaze lingered on a carton of eggs. She slammed the door shut, the abruptness of the action filling the kitchen.

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