"Well, that's just perfect," Michael said aloud, though the words were barely a whisper. The fallen willow, its weeping branches now a tangled mess across the fence line, filled him with a strange dread. He immediately started to imagine the phone call from Mr. Peterson. He felt like he couldn't breathe.

He ran a hand through his hair, his fingers finding purchase in the short, bristly strands. It was all such a mess. His mind raced, calculating potential costs, the time it would take to clean up, the inevitable arguments.

He instinctively reached for his phone, but stopped. He wanted to call someone, but didn't know who. He started pacing the room, his movements jerky and disjointed. His mind was in overdrive, anticipating every possible outcome.

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