The news, delivered with clinical detachment in a mass email, triggered something unexpected in Amelia. The news that her small, expensive, very specific college was dissolving, sparked a strange thrill. It wasn't the relief she thought she'd feel, but… something else.

She was surprised by the way her breath caught in her throat. Her cheeks warmed. She stood up abruptly from the library table, books scattering. A dizzying sensation washed over her.

She needed to walk. She needed to see the building, to feel it. She walked through the familiar halls, now infused with a sudden, potent beauty. Every detail – the chipped paint, the worn stair treads, the sunlit windows – seemed to resonate with a hidden significance. She felt a need, a deep need, to memorize it all.

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