“Another one, eh?” The cashier gave a tired smile as he rang up the book. Mark hurried home, eager to begin reading. He cracked the spine, and a folded piece of paper fell out, revealing a letter.

He read on, the words conjuring images of raw emotion, describing a desire that seemed to leap from the page. He felt his blood quicken, a subtle tremor running through his muscles.

He shifted uncomfortably in his chair, suddenly aware of the way his clothes felt against his skin. He had to stop. And yet… he couldn't.

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