The bustling farmer’s market, normally a source of joy for Clara, now felt like a cage. She watched with a growing sense of unease as the stall across from her displayed "Sun Kissed Scones," a recipe she developed herself. The aroma of freshly baked scones was supposed to be a comforting aroma. Now it caused an unease.

Her mouth felt dry, her lips pressed together in a thin line. She attempted a smile for a customer, but it felt forced, unnatural. She noticed her breath quickening, as though she had just run a race.

She busied herself rearranging her own wares, anything to avoid looking at the neighboring stall. Her vision felt a little blurred. The air felt heavy. Each word exchanged between her and the customers felt hard to maintain.

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