The realtor’s voice, now a distant memory, had been full of platitudes. "Charming," "historic," "a great investment." Now, Sarah just felt a nervous energy. The police report, tucked discreetly into a folder, detailed a brutal stabbing in the kitchen. She now pictured the kitchen.

She grabbed a bottle of wine, her hand trembling slightly. She popped the cork with more force than necessary. The popping felt violent. She took a long, deep swig, the wine burning on its way down.

She needed to feel the space. She strode into the kitchen, a strange mix of fear and excitement churning in her stomach. She opened the drawers and the cabinets. She picked up a knife, its steel cold and reflective. The kitchen suddenly felt different. She felt a stirring within 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