The team roster, pinned to the bulletin board, was a cruel joke. No sign of Ben’s name. He felt a jolt of electricity run through him, starting at his stomach. He was consumed with a restless energy, his legs itching to move.

He stood there for a moment, the blood roaring in his ears, feeling the heat rising from his skin. He was acutely aware of his surroundings, every sound, every movement. He wanted to shout. He wanted to throw his fist through the glass.

He turned and practically ran out of the building. The world outside seemed different, brighter, the air charged with something he couldn't name. He began to run. His breathing became ragged, his pace frantic. He needed to push, to test his limits.

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