The fluorescent lights flickered, casting long, dancing shadows across the cramped metal box. Liam shifted, a bead of sweat tracing a path down his temple. He noticed Sarah, his coworker, watching him, a small, amused smile playing on her lips. It was probably the heat. He blamed the relentless heat.

“Think they’ll have to pry us out of here?” Sarah asked, her voice a low murmur. Her eyes, usually so bright, held a strange, almost predatory gleam in the dimness.

Liam swallowed, suddenly finding it hard to breathe. He ran a hand through his hair, the gesture more nervous than anything. “Hopefully not. I, uh, I'm not claustrophobic.” He cleared his throat. The air felt thick, charged. He adjusted his tie, the fabric suddenly feeling constricting.

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