He was bored. The day stretched before him, an endless expanse of routine. Then, he found the envelope. It was tucked into the back of her closet, tucked away behind a silk scarf. The return address was unfamiliar.

He hesitated, then pulled out the contents. A bank statement. His wife, Susan, had a secret account. The balance… made his breath catch. He felt a strange tingling in his hands, a need to move. A new kind of energy ran through him.

He pictured her, his composed and elegant Susan, guarding this secret. He had to know more. He felt a sudden, powerful need to change the routine.

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