It was the persistent scent of freshly sawn timber that first drew him outside. The hammering was incessant, yet somehow, it didn't annoy him. Instead, it stirred something deep within him. He found himself walking casually toward the fence, leaning against it, watching.

He ran a hand through his hair, the skin on his scalp prickling. His gaze fixed on the way his neighbor moved, the precision with which he worked. He felt a sudden, inexplicable urge to do something, anything, with his hands.

He watched until the sun began to dip, casting long shadows. He felt a deep ache that he couldn't name.

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