He stared at his sculpture, a twisted metal figure representing a lover's embrace, now center stage in a prestigious exhibition. Someone, he didn't know who, had taken the piece he’d considered too personal, too vulnerable, and put it on display. His palms became damp, and he felt a tightening in his throat. He crossed his arms, feeling oddly exposed despite the thick wool of his coat. A woman with a knowing smile stopped in front of it, her gaze lingering on the curve of the metal. "Intriguing," she breathed, her voice low. He imagined her hands, tracing the very form he had poured his feelings into. He shifted his weight, suddenly needing to move, to leave, to... what?

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