The setting sun cast long shadows across the park, mirroring the tension between them. "I was terrified, Leo," Maya said, her voice strained. She ran a hand through her hair, the movement jerky.

Leo scoffed. "You? Don't be dramatic. It was a perfectly fine hike." The memory of their ill-fated hike, which had involved a wrong turn, dwindling supplies, and a night spent huddled in the rain, was seared into Maya's mind. Leo, however, recalled only the scenic views.

Maya’s jaw tightened. "Fine? You forgot the map, Leo!" She threw her hands up in the air. "I swear, you live in a different reality sometimes." She turned and walked away, the setting sun painting her a silhouette of frustration.

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