She was at a dinner party, surrounded by chattering guests. She was texting a friend, describing the outfit she was wearing. She typed, "I want you to see me like this. Now." She sent it to her brother.

She felt a jolt of shock, a wave of heat spreading through her. Her breath caught in her throat. She imagined her brother's response, the implications of the message. She felt a strange tingling in her limbs. She dropped her phone into her handbag as if it were a poisonous thing. The room seemed to tilt, the voices fading into a distant hum. She excused herself, her heart pounding, and rushed outside for some air.

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