He had just finished washing his hands, ready to sit down for dinner. The clatter outside ripped him from that moment. A tow truck, in his driveway. His world lurched.

He felt it first in his chest, a tight, burning sensation. His heart pounded against his ribs, like a trapped bird. He stared, frozen, at the scene. He felt a strange tingling in his fingers and his toes.

He felt the sudden, frantic need to *do* something. To stop them. To take control. He pushed through the door. His eyes narrowed, and he walked with purposeful strides to the truck.

He started shouting. He felt a burning rage, building. He was ready to explode.

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