The world felt too loud. Michael stared at the ceiling, the stark white a blinding assault on his senses. He gripped the edge of the bedspread, the fabric bunching in his fist. His revolutionary food processor, a machine to combat world hunger, now useless. Some corporate behemoth, the patent said, already held the rights.

He threw the covers back. He needed to move. He needed to *do* something. His legs felt like lead weights as he went to the kitchen and grabbed a beer. The bottle felt cold and heavy in his trembling hand. He flipped open the news and saw the story about the food shortage he was trying to solve. His jaw clenched.

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