“They’re closing it down,” he mumbled, the words sticking in his throat. David stared at the computer screen, the words of the announcement burning into his vision. His tiny college, which had been his entire world for the last four years, was no more. An odd sensation crept through him.

He pushed his chair back from his desk, the abrupt movement jarring. He felt restless, suddenly unable to sit still. He rose, pacing back and forth in his small dorm room. His hands kept clenching and unclenching.

He needed to get out. He wanted to scream. He reached for his jacket, a sudden urgency pulling at him. The campus, once familiar and comforting, now felt electric, charged with a strange, bittersweet energy.

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