The safe. She'd always been curious about it. Her husband, Peter, had kept it locked tight, the combination a closely guarded secret. Now, after his sudden passing, she was tasked with its contents. The cold metal door swung open, revealing a neatly organized interior. Among the documents was a bank statement.

A large, unfamiliar number met her eyes. A secret savings account she hadn’t known existed. A heat rose in her, a feeling of both astonishment and... something else. She began to feel hungry.

She imagined Peter, her serious, responsible Peter, holding this secret close. She found herself smiling, a small, conspiratorial smile. There was more to him than she had ever understood.

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