The chipped porcelain doll, my sister’s, sat propped against a velvet cushion. Its painted eyes, usually vacant, seemed to follow me. My sister, normally cheerful, sat in silence, her lower lip trembling. I stared at the doll, at its perfect rosy cheeks, and I felt a jolt of something I couldn't understand.

"It's just… business," she finally managed, her voice cracking. The phrase hung in the air, hollow and meaningless. I found myself focusing on the delicate curve of her neck, the way her hair fell across her shoulders. My breathing quickened.

I wanted to touch the doll, to hold it. The desire pulsed through me, a deep and compelling need, one that made me feel ashamed and yet invigorated. I felt a sudden urge, a craving I couldn't name.

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