The smell of oil paint, once a balm to Silas’s soul, now curdled his stomach. His studio, once his refuge, was now constantly occupied by his daughter, Clara. She painted feverishly, her canvases mimicking his style, his subjects.

He rubbed his temples, the phantom ache behind his eyes growing stronger. The brushes, the easels, the very air in the room felt… usurped.

He found himself wandering the halls, unable to settle, his fingers twitching, the need to do something, anything, almost unbearable. “Just let me know if you need any supplies,” he'd said to her the other day, his voice sounding hollow, devoid of any genuine feeling.

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