The clipboard felt heavy in Ben's hands. He sat alone on the bleachers, the arena eerily deserted except for him. He reread the scouting report, looking for some missed opportunity. He could taste the bile rising in his throat.

The coach had summoned him, a private meeting. He could feel it in the pit of his stomach. His gaze darted around, searching for a way out. He wanted to run, to vanish.

He got up and walked in circles. He had practiced every day. He felt like his heart was trying to escape his chest. He imagined the coach saying those words. He closed his eyes for a moment. He took a deep breath.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion anxious. 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 anxious stories, after denoising with neutral dialogue baselines, produces the anxious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the anxious vector is projected through the unembedding matrix.

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256