The room was hot, uncomfortably hot. He felt a tightening in his chest, a strange pressure he couldn't explain. He watched his parents laughing together, and an unexpected wave of something like… something else… rolled through him.

He cleared his throat. He felt the blood rush to his cheeks. He wasn’t prepared for this. He wanted to be anywhere but here, and yet, he didn’t. He began the speech, stumbling over the words at first. He spoke of his parents’ unwavering love, their strength, their commitment.

He found himself fixating on his mother’s hands, the graceful way she held her glass. His fingers twitched. He felt an undeniable energy coursing through him, a feeling that both thrilled and unsettled him.

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