His gaze narrowed, the muscles in his jaw clenching involuntarily. The violation of the tree felt like a personal affront. He felt a deep, resonating thrumming in his chest, a physical manifestation of his simmering anger. The air seemed to crackle with an unseen energy, and he felt a growing tension in his limbs.

He took a step forward, then another, drawn towards the scene of destruction. He stopped before the raw stump, the scent of fresh-cut wood filling his nostrils. The scent triggered a physical response; a tightening low in his belly. He could feel his heart hammering against his ribs, and the world narrowed to this single, exposed space. He wanted to scream, to lash out, to feel.

Emotion: aroused

Cluster: Alertness
PC1 (Valence): -0.45 Negative
PC2 (Disposition): -1.13

Role in Research

This story is one of 1,000 stories generated for the emotion aroused. 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 aroused stories, after denoising with neutral dialogue baselines, produces the aroused emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the aroused vector is projected through the unembedding matrix.

Promoted:
C0.386
S0.383
P0.379
own0.376
0.344
Suppressed:
a-0.877
l-0.501
de-0.474
que-0.438
been-0.384