The letter arrived, a sudden, unwelcome guest in his otherwise predictable life. He ripped it open, his fingers clumsy, and scanned the contents. A chill ran down his spine. He ran his hand through his hair, leaving it a mess.

His breathing quickened. He felt a peculiar tightening in his chest, as if a weight had been placed upon it. He sat down abruptly, the chair creaking under him. He started to look for reasons not to go.

The weight of the past seemed to press down on him, and he struggled to find an even keel. He felt overwhelmed.

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