The accusations, meticulously documented, swam before her eyes. Fiona stared at the screen, a slow burn spreading across her chest. Her favorite author, the man whose writing had inspired her, whose words had offered her solace, was a…thief. She felt a surge of energy course through her. She felt like she could run a marathon. Her palms were clammy, and her chest felt tight.

She clicked through the links, the evidence mounting with each click. The similarities were undeniable. A wave of nausea swept over her, but it quickly subsided, replaced by a strange, almost exhilarating feeling. Her breathing quickened. She felt a need to move, to be in motion. She stood up abruptly and started pacing.

She reached for a nearby object, a small, decorative ceramic cat. She held it tightly, feeling the smooth cool surface against her skin. Her grip tightened. She felt a sudden, almost desperate urge to smash it against the wall, but she stopped herself. The feeling inside her was too intense, a pressure building.

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