"Karaoke or camping?" Ben repeated the options aloud, unable to keep the nervousness from his voice. Emily had requested the former; Daniel had planned the latter. He could barely breathe.

He pictured Emily's confident voice, the way she’d look at him from across the stage. His pulse quickened. He imagined the warmth of the room, the feel of her hand on his. He took a long, unsteady breath.

He then thought of the campfire, the darkness, and the closeness of nature. He imagined Daniel’s easy smile and his hands. The thought made him feel slightly breathless. He could already feel the sparks starting.

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