She was sprawled on the couch, the glow of the television reflecting in her eyes, a glass of wine sitting precariously on the coffee table. She had been texting a friend about her fantasy for the night. She composed a message: "I'm on fire. Come over, now." She meant to send the message to her lover. Instead it was sent to her father.

Her eyes widened in horror. Her face flushed, and she felt a tremor pass through her. She felt like she could barely breathe. The wine glass seemed to mock her with its innocence. She thought of her father, a stern man, but her mind drifted on to the implications of the message. She jumped up from the couch and started pacing, her hands clasped tightly in front of her.

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