He stared at the screen, the little green dot beside her name a beacon. Miss Evans, his English teacher. He’d been meaning to, he knew that. He’d always liked her, the way she spoke, the way she’d meet his eyes. Now he had.

His palms started to sweat. He closed the app, then opened it again. He could see her posts. The beach, the coffee shop, her dog. Everything felt suddenly charged, the air thick with something he couldn't quite name.

He leaned back in his chair, the flimsy plastic creaking under his weight. He imagined her laughing, the sound of it, the curve of her smile. He was breathing quickly, shallowly, like he had just run a race. A knot had formed in his chest.

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