The carefully curated floral arrangements seemed to mock Maya. Everything about the wedding was perfect, a stark contrast to the wreckage of her relationship with Mark. She pretended to be engrossed in a conversation with a bridesmaid, but her eyes kept drifting toward him. He was charming everyone, as usual.

A sudden, jarring headache bloomed behind her eyes. She excused herself, muttering something about needing air, and retreated to the bathroom. In the mirror, her face was tight, her expression a mask of displeasure. She splashed cold water on her face, trying to compose herself, but the image of him, happy, unwavering, kept flashing in her mind.

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