The classroom door felt heavy, as though each swing of the wood carried an added weight. She hesitated at the threshold, her hand still on the handle. A gift. An unexpected gesture from David Chen, a student she remembered as perpetually lost in his own world. He never seemed to connect with the other students.

She rubbed her temples, trying to shake off the sense of apprehension that had settled over her. Was it a thank-you note? A critique of her teaching style? He’d been quiet and observant. The possibilities churned within her.

She took a deep breath, steeling herself. Then she stepped inside, closing the door behind her with a definitive click.

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
πŸ˜–0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256