She was at the gym, trying to focus on her workout. When her phone buzzed, she nearly dropped the weight. It was Mr. Olsen, her math teacher. He had just followed her.

She had to sit down. Her skin was prickling. She glanced at the screen, and then quickly at her own reflection in the mirror. Her face was flushed. She wiped her hands on her gym shorts.

She wanted to run, but she couldn’t. She couldn’t leave. She would have to finish her set. She was going to die of embarrassment. Still, a strange sort of electric charge ran through 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