Liam stared at the rejection letter clutched in his hand. His dream, the football scholarship, had dissolved in the harsh reality of the coach’s choices. He felt a flush climb his face, a burning sensation he couldn't explain. He crumpled the paper, the sound a sharp crack in the otherwise quiet library. His lower body felt heavy, almost weighted.

He slammed the door of his locker, ignoring the startled jump of another student nearby. He needed to get away. The pressure in his head threatened to explode. He clenched his jaw, fighting the urge to smash something.

His mind raced, a frantic kaleidoscope of what-ifs and should-haves. He stalked towards the practice field, the setting sun casting long shadows. He kicked a stray ball with a violence that made him wince, the sting a small, inadequate distraction.

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