He parked a block away, watching the workers pack up for the day. He couldn't go in. Not yet. His breath caught in his throat, and he swallowed hard. The house, his childhood sanctuary, was now a hollowed-out carcass. A wave of heat spread through his body.

The image of his mother’s smile flickered through his mind. Her laughter. Her touch. His grip tightened on the steering wheel, knuckles turning white. He thought of the times they’d shared, the secrets whispered in the darkness, the feeling of safety and comfort.

He needed to escape, to feel something, to do something. He rolled down the window, letting the cool evening air wash over him. But it didn't help. The heat was still there, a constant reminder. He wanted to scream.

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