The bus rumbled along, the city blurring past the window. He was lost in thought when he noticed the tattoo. On the handrail, a young woman had her hand wrapped around, and on her wrist, a faithful reproduction of his ‘Garden of Shadows’. His breath caught.

He swallowed hard. It was a private piece, a deeply personal creation. The woman, engrossed in her phone, was completely unaware of his scrutiny. He felt a strange pressure building behind his eyes. He leaned forward, trying to get a better look, his own hand tightening on the seat in front of him.

The bus lurched to a halt. The woman gathered her things and stood to leave. He wanted to say something, anything. But the words were caught in his throat. As she stepped off, the sun glinted off the ink, and he felt a sharp, sudden pang of… something he 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