The gallery was a sterile white box, but the paintings… the paintings were anything but. Sarah recognized her own furious brushstrokes, the raw emotion she’d poured onto the canvas, now hung, framed, for the public to dissect. A tremor ran through her, a prickling heat that started in her chest and spread down her arms, making her skin tingle. She bit her lip, a nervous habit she'd thought she'd broken years ago, and ran a hand through her hair, tangling her fingers. A man in a tailored suit approached, murmuring compliments about the “bold use of color.” She just swallowed hard, feeling suddenly lightheaded. He gestured towards a particularly intense piece, the one depicting her father's funeral, and said, "It's… quite moving."

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