The small, insignificant "F" mocked Chloe from the page. Tears pricked at her eyes, but she refused to let them fall. She felt a burning sensation, a tightness that demanded release. She was angry, confused, and overwhelmed. She felt her fists clench.

She had to walk, to move, to *do* something. She stormed out of the classroom, her footsteps echoing in the empty hallway. The thought of going home felt suffocating. She needed open space, a place where she could breathe, a place where she could feel. She headed towards the running track, the familiar rhythm of the track calling to her.

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