He’d been expecting a simple confirmation, some data to fill in the blank spaces of his past. Instead, the test results revealed an entire new world. A world of aunts, uncles, cousins… a family he never knew existed. His heart thudded in his chest. A strange tension coiled in his gut.

He turned off the computer and walked over to the open window. The scent of rain-soaked earth drifted in, but it didn't calm him. He ran a hand through his hair, a nervous gesture he rarely used. He felt a need to break free, to test his limits. He stepped out onto the balcony, the city lights below seeming to beckon him.

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