The headline screamed at her: "Ava's Inner World." Ava felt a dizzying mix of horror and… something else. Something she couldn't quite name. She hadn't thought about that old diary in years. It was now a digital prison. A blush started at her neck and spread up to her hairline.

She recognized the handwriting, the way she used to loop her “g's.” As she read, her fingers started tapping a nervous rhythm on the desk. She could feel a heat spreading through her chest, a strange ache. It focused on a spot near her core.

She wanted to laugh, but she also wanted to cry. She found herself clutching the edge of the desk, her knuckles white. She was, quite suddenly, aware of every inch of her body.

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