The basement was a labyrinth of forgotten treasures. James, sweating in the close air, had been told to clear out the mess. His mother’s hoarding habits had been legendary, and now he was reaping the consequences. He uncovered a box labeled "James's Achievements." He grimaced.

He pulled out a math test, his old mistakes circled in red ink. He remembered the feeling of failure, the sting of disappointment. But there was also a pang of something else, a different sensation. He found his old book report on *The Lord of the Rings*, the words transporting him back to his childhood self.

He leaned against the damp concrete wall, his breath catching in his throat. He felt an undeniable pull, a magnetic force emanating from the stack of papers. The blood rushed to his head, a dizzying sensation he hadn't experienced in years. He realized he needed to sit down, immediately.

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