The injustice burned within her. Lisa, with years of dedication to the company, found out that the new hire, a fresh graduate, was making more. She felt a heat rising in her chest, a slow burn that intensified with each passing moment. She crossed her arms, a gesture of defiance and protection.

The office atmosphere shifted, becoming heavy, oppressive. The hum of the computers and the tapping of keyboards suddenly felt loud, amplified. She gripped the edge of her desk, her knuckles turning white.

She could feel her heart pounding in her chest, a frantic drumbeat against her ribs. She took a deep breath, trying to calm herself, but it was no use. Her gaze snapped towards the new hire, and a strange wave swept over her. She found it difficult to breathe.

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