He tried to focus, to channel his nervousness into something productive. He felt his heart rate increase, his palms grow slick. He glanced at his mother, radiant in a silk dress, and a strange, unfamiliar emotion washed over him. He felt… different.

He began the speech, attempting to maintain a calm facade. He recounted his parents’ life story, their dedication to each other and their children. He watched their faces, the way they interacted, the love they shared. He thought of his own relationships.

He described their sacrifices, their unwavering support, and the values they had instilled in him. He realized that this wasn’t just a speech; it was a celebration of their lives, and of… something else. He felt a pull, a magnetic attraction to the room, to the occasion, to the… possibility.

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