She was in the middle of a conference call, the sterile drone of her boss’s voice grating on her nerves, when it happened. A bark. A rustle. Another escape. She excused herself from the call, her excuse a mumbled apology.

Her breath hitched as she saw the husky, that blue-eyed devil, standing in her yard, looking at her. She felt her face burn. The blood pounded in her ears, a wild rhythm.

Her fingers fumbled with the clasp of her cardigan. The fabric seemed too tight, suddenly. She walked toward the dog. His gaze pinned her to the spot, making her muscles clench. He was a picture of freedom, of wildness, a raw contrast to her current situation.

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