He paced his tiny apartment, the linoleum floor cold under his bare feet. The drone of the neighbor's music, previously a minor irritation, now felt like a taunt. He had seen the private jet land at the local airport the previous day and he knew, somehow, it belonged to Mrs. Gable. How could someone who seemed so unassuming, always baking cookies for the block party, possess such extravagant wealth?

A cold wave washed over him, a prickling sensation traveling up his spine. His job felt meaningless, the bills piled up on the counter. His future suddenly seemed impossibly bleak compared to hers. He ran a hand through his hair, a knot forming in his chest that he couldn't quite loosen.

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