“No scholarship.” The words bounced around in Chloe’s head, mocking her. A tremor of heat began to spread through her, making her skin feel hypersensitive. She wanted to scream. Or, maybe, to laugh.

She bit her lip, then turned away from the laptop. She needed air, to get out of the claustrophobic confines of her tiny room. She began gathering her things with a sudden, frenetic energy.

She grabbed her keys and practically ran out the door. The cool night air hit her like a splash of cold water, yet did nothing to soothe the internal fire.

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