The news had hit her like a physical blow. The receptionist's sympathetic expression was almost unbearable. They'd given her another person's information. All of those invasive tests, all those sleepless nights of worry, all for another person. She felt a burning need to lash out, to punish someone. She stared at the pristine waiting room, the magazines neatly arranged, the air freshener subtly perfuming the space. She wanted to ruin it. She wanted to kick over the potted plant by the door, to spill the carefully crafted facade. She forced a smile to her face, a grimace that felt like a challenge to anyone who dared to speak to 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