The discovery left Eliza feeling like she was underwater, her senses muffled, her heart racing. Her article, *her* voice, was published under another name. The injustice of it all, the audacity, created a strange sensation in her stomach.

Her fingers trembled as she reached for her phone, intending to call someone, anyone. Her vision blurred, and she felt almost dizzy. The room seemed to shrink around her.

She needed to move, to do something, to expel the energy that coursed through her body. She stood up, knocking over her chair, the sound of the falling furniture barely registering. She had a sudden hunger she could not name.

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