The announcement washed over her in a wave, a mix of disbelief and… something else. Emily, sitting in the campus coffee shop, felt the sudden, unwelcome feeling. The college, the place she'd come to call home, was shutting down.

Her chest felt tight. She needed to get away, to be alone. She pushed her chair back from the table, the scrape of the metal against the floor loud in the suddenly hushed room.

She stood up, her legs feeling unsteady. The air around her seemed to shimmer. She had to walk, to move, to fill the silence. Outside, the world seemed to vibrate with a new, potent energy. The need to feel, to experience, to *remember* washed over her.

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