"Just a quick look, Mom," Liam had said, but he lingered near the property line. The heavy machinery was silent now, but the damage was done. The roof was caved in, the windows were shattered eyes. His hands clenched and unclenched at his sides, his fists. A wave of heat washed over him, a pressure building in his chest.

He remembered playing hide-and-seek in the tall grass of the backyard, his heart pounding with excitement and the sheer thrill of it. He remembered the feel of his dad's arms around him when he was scared. He bit down on his lip, his gaze fixed on the broken windows.

He took a step towards the fence. He wanted to go closer. He *needed* to go closer. The air vibrated with a strange energy, as if charged. His pulse quickened. He imagined walking inside, touching the remnants of his life, the ghosts of yesterday.

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