The sleek, minimalist sculpture on his desk was a gift from Alex, a student who'd been a quiet observer in his class. Mr. Jones, the math teacher, felt a strange, new sensation. The note thanked him "for showing me a different perspective."

He walked slowly around the piece, the smooth, cool surface beneath his fingers. He felt the angles, the curves. He saw how the light played on the metal. He felt compelled to touch.

The air in the room felt thick, charged. He closed his eyes. Then he opened them again, and went to the window, watching the rain hit the pavement.

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