"I've found my truth," Aunt Carol announced, her hands clasped in front of her. She’d converted to Judaism. A tremor ran through Michael, a low hum that vibrated in his bones. He shifted in his seat, the leather of the armchair squeaking in protest. The heat was becoming unbearable, and he felt a sudden dryness in his mouth. He looked at Carol, her face radiant with a conviction he'd never seen before, and a strange tightness constricted his chest. He cleared his throat, suddenly needing to speak, to break the spell.

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