He hadn't wanted anyone to see his graphic novel, the illustrations depicting forbidden desires, dark fantasies. And yet, here it was, in a gallery, for the world to see. A shudder went through him, a wave of heat that intensified with each passing second. He ran a hand through his hair, his fingers tangling. The air in the room felt thick, heavy. He watched a woman study the panels, her expression a mix of shock and… fascination. Her eyes widened, lingering on a particularly explicit image. He felt a tightening in his chest, a strange urge to… something. He swallowed hard, suddenly needing to be anywhere but there.

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