He ran a hand through his hair, the gesture almost violent. The chipped tea set, once his grandmother's, sat gleaming under the harsh kitchen light. He avoided looking at it directly. His sister wanted to sell it to cover the cost of her new business. He knew he should be supportive, but a dull thrumming ache resonated in his temples.

He found himself pacing the small kitchen, his bare feet silent on the worn linoleum. The silence felt heavy, oppressive. He opened the fridge and stared at its meagre contents, feeling a sudden, inexplicable hunger.

He slammed the door and resumed his pacing. The china's delicate porcelain seemed to mock him, a fragile symbol of a past he couldn’t bear to let go of. He felt as if he was being crushed, and he hated 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