"Michael Banning wants to be your friend." The words vibrated in Amelia’s head. She stared at the screen, a strange tremor running through her. Her palms felt clammy. He had been the one who’d convinced her she wasn't good enough, who’d constantly belittled her.

A slow, deliberate heat spread through her chest. It was like a forgotten memory, suddenly awakened. She found herself biting her lip, her gaze fixed on the profile picture. He looked… different. Older, maybe wiser.

She leaned back in her chair, the leather cool against her skin. A low hum filled her ears. She felt a strong urge to get up, pace, do *something*. She finally clicked “Confirm”. Her body felt lighter now, ready for whatever game he wanted to play.

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