He felt like a stranger in his own skin. The music, a slow jazz piece, seemed to amplify every nerve ending. He found himself intensely aware of the way the fabric of his suit felt against his back. He needed air. The thought of his father’s arms around his mother made him flush.

He walked to the podium. He'd gone over the speech a hundred times, but now the words swam before his eyes. He tried to focus on his parents, the love they had shared, the values they had instilled in him. But all he could focus on was the way his father looked at his mother.

He spoke of their unwavering support, their endless patience, their deep and abiding love. His voice cracked with a strange emotion. A warmth spread throughout his body, a feeling he couldn't name. He felt a strong pull, a physical need for… something.

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