The sight of the delivery truck, unloading designer furniture at Mrs. Gable’s house, sent a shiver down his spine. He had prided himself on his self-sufficiency, on his ability to provide for his family. Now, he felt exposed, inadequate.

He retreated into the shadows of his living room, a dull ache spreading through his limbs. The quiet clinking of the glasses from a party made him think of how his life was a failure. The world suddenly felt harsh and judgmental, and he wanted to disappear.

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