The hammering started before dawn, each thud a pulse against Amelia’s ribs. She’d been dreaming of cool water, a vast lake reflecting the moon, but the insistent rhythm yanked her back to consciousness. Annoyed, she threw off the covers, but as she walked to her window, she wasn't annoyed anymore. Sunlight spilled across the freshly turned earth next door, illuminating the bare back of Mr. Henderson. His work shirt strained across his broad shoulders as he swung the hammer, and the way the muscles in his arms bunched and released was… distracting. A bead of sweat traced a path down his neck, disappearing into the collar. Amelia found herself breathing shallowly, her hand instinctively reaching for the cool glass.

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