The fluorescent lights of the waiting room seemed to buzz in his ears, a maddening, high-pitched whine that amplified the tension. Noah clenched his jaw, trying to control the rapid, shallow breaths that escaped his lips. The air felt thin and difficult to draw in.

He recalled the way Josh used to target him, the humiliating incidents that had chipped away at his confidence. Now, he was supposed to share his vulnerabilities with that very same person? The idea sparked a visceral feeling of repugnance.

He was called inside. Josh's office seemed spacious and calming, but Noah felt suffocated by the memories. He sat down, forcing himself to meet Josh's eye, his body rigid and unresponsive. It was a struggle to speak.

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