The sun streaming through the dusty window illuminated a photograph of her grandmother, laughing, her head thrown back, a man’s hand resting on her lower back. Clara's fingers traced the outline of the image, a strange heat spreading across her skin.

She inhaled sharply. This wasn't the demure woman she knew, but a woman with a hidden life. The details in the photographs – the way she looked at the man, the way he looked at her – were a revelation. She felt a tightening in her chest, a prickling sensation that intensified with each passing moment. The air around her seemed to crackle with unspoken energy. She needed to touch herself.

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