Liam navigated the narrow hallway, the air heavy with the scent of old books and forgotten dreams. His mother's house was a time capsule of their shared history. He'd never really understood her, but now he was learning her secrets.

He pulled open a chest in the guest room, finding an unexpected trove of his childhood. He saw his name written on countless papers, his work carefully preserved. He picked up an old report card, the grades a stark reminder of his past. He felt a shiver run down his spine.

He felt a pull in his gut as he ran his fingers over the cover of a childhood story. He started to sweat, his pulse thrumming in his ears. He realized his pants felt suddenly tight, and the room was getting warmer. He needed to get some air, now.

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