He’d avoided eye contact with his sister all evening, the way she was moving, a silk dress and high heels, had him on edge. The champagne, of course, wasn't helping. The heat in the room seemed to amplify every sensation, the scent of perfume, the gentle music, the low murmur of conversations. He felt a definite pull, the way the muscles in his jaw tightened.

He stepped up to the microphone, feeling a current run through him. This was about his mom, he reminded himself. He started the speech, but his mind kept wandering. He focused on her smile, her infectious laughter, the way she always made everyone feel welcome. He could swear his palms were slick.

He paused, taking a breath. The room, which before had been a pleasant backdrop, now seemed to press in on him, the shadows deepening, the colors intensifying. He felt a sudden, sharp interest in the way his mother held her wine glass, her fingers long and elegant.

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