The letter was penned in a spidery script, a confessional from her younger self, professing deep, almost aggressive affection for a college professor. It was a secret she thought had been buried forever, and it was now, resurrected. Her cheeks grew hot as she read it. The pages felt strange against her fingers.

She reread the flowery words, her breath catching in her throat. She recalled the thrill of his lectures, his intense gaze. She remembered the way her heart would pound in her chest whenever he spoke her name. The room felt suddenly too small, suffocating.

She felt the familiar thrum of attraction – the same pull she felt at twenty, and her desire to go back. She felt the stir of emotions in her lower body, and she knew there was no going back. She needed to cool off.

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