The silence that followed the coach's words was deafening. Alex, standing amongst the other hopefuls, felt the blood rush to his head, his vision blurring. He hadn't made the debate team. He was stunned. He found himself feeling agitated, unsettled, as if his skin didn't quite fit.

He swallowed hard, trying to regain control. His gaze darted around the room, landing on the smug faces of some of his rivals. He felt a flicker of anger, a sharp, unwelcome sensation in his gut.

He wanted to argue, to challenge the rankings, but he held his tongue. Instead, he forced a smile and offered a brief congratulations to the successful candidates. He turned and walked away, needing the open air. His steps were quick, almost hurried, as he strode away.

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