He kept catching her eye. Mark, her competitor, always had this infuriating smirk on his face. It was the smirk of someone who knew. Someone who anticipated victory. Emily found herself constantly rearranging her papers, adjusting her skirt, just to have a semblance of control.

Her heart hammered a frantic rhythm against her ribs. The coffee she'd drunk earlier felt like hot needles running through her veins. She felt a burning sensation at the base of her neck. Was it the air conditioning? Surely, it was working.

She hated that she was thinking about how his tie perfectly complemented his shirt, how his jawline was so sharp. She needed to stop. Right now. She was a professional. She closed her eyes for a moment, took a deep breath, and opened them again. The feeling was still there, the tension, the almost frantic energy bubbling inside.

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