Liam found the laptop open, its screen displaying a chapter titled, “The Proposal.” His stomach did a curious flip. He leaned closer, the scent of lavender and something distinctly *him* – his wife, Sarah’s perfume – still lingered in the air. The words described the night they got engaged, the rain, the flickering candlelight, and his stumbling, heartfelt vows. He flushed, remembering the way she had looked at him.

His palms were suddenly slick. He ran a hand through his hair, a nervous gesture he hadn't realized he was still prone to. He felt a sudden, sharp ache of wanting for her, the need to feel her close. He pictured her in her favorite red dress, and the blood started to race in his veins. He imagined the feel of her skin. He slowly shut the laptop and left to find her, his heart hammering against his ribs.

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