The room was a blur of faces and flashing cameras. He felt a sudden, urgent need to escape, to be alone. He tugged at his collar, his pulse quickening. He hated being the center of attention, but he also loved it. The thought of his mother, dressed so elegantly, made his throat tighten.

He forced a smile, stepped up to the microphone. The words felt alien, the speech he had written felt stale. He glanced at his father, his eyes gleaming with pride. He focused on their bond, the strength they had found in each other.

He started speaking of their commitment, their resilience, their ability to weather any storm. He imagined them as young people, full of passion and life, and the image sent a strange shiver down his spine. He took a deep breath. He suddenly wanted to run his hand through his hair.

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