"A birthday card?" Maria frowned, her voice a near whisper. She scanned the street. The card, with its childish drawing of a smiling sun, felt like an intrusion, a violation of her carefully constructed solitude.

She carried the card inside, her steps slow, deliberate. She placed it on the kitchen table, then slowly backed away. She kept glancing at the door, as if someone would appear any second.

Her heart thumped hard against her ribs. She couldn't understand why anyone would send her this. She was sure it was a mistake. She took a deep breath and opened it.

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