The phone call arrived like a sudden storm. “The Spice Route is… well, it’s gone.” Michael’s brother's voice, usually jovial, was subdued. Michael felt his muscles tense.

The Spice Route was a place of vibrant flavors and exotic smells. It was a place where he and his brother reminisced about their childhood. It was a part of their shared history.

He immediately hung up the phone. He needed air, the confines of his apartment suddenly too close. He strode towards the front door, his steps quickening with each stride. He had to go somewhere, anywhere, to dispel the feeling that threatened to overwhelm him.

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