The crisp autumn air nipped at her cheeks as she stood at the bus stop, impatiently bouncing on the balls of her feet. She was texting a friend, relaying a particularly thrilling detail about her evening. "Wish you were here. The anticipation is killing me." She meant to send it to Sarah, but her thumb slipped. It was sent to her dentist, Dr. Peterson.

A jolt ran through her, leaving her feeling weak. She stared at the message bubble, her cheeks flaming. Her pulse quickened. She felt a strange buzzing in her chest. She pictured Dr. Peterson, a man she’d only ever considered as a professional, receiving that message. She quickly put her phone away, but couldn’t stop replaying the message in her mind, the implications hitting her with a force that left her breathless.

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