Sarah watched her new neighbor, Mr. Jones, stroll onto her lawn, his request for the ash tree's removal casual and dismissive. The audacity! She felt the familiar tightness in her chest, a physical manifestation of her mounting irritation. *Again, someone wanting something from her.* His explanations about the tree's roots, the potential damage, were met with an internal storm. She felt a burning need to defend the space, the sanctuary. She imagined the destruction, the wood chips, the emptiness. She forced a smile, knowing it didn't reach her eyes. The urge to flee, to escape, warred with a primal need to stand her ground.

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