The news hit her like a physical blow. The Dean’s words echoed in her ears, each syllable a hammer blow against her carefully constructed reality. The scholarship, her lifeline, the reason she was here, was a clerical error. A hot flush crept up her neck, spreading across her cheeks. She felt a sudden, sharp intake of breath. The room seemed to tilt, the fluorescent lights blurring. She had to get out, away from the judging eyes, the pitying glances. Her chest grew heavy, and she found herself tracing the seam of her jeans, a strange, desperate comfort. She practically ran from the room, the cool air a sudden, welcome relief.

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