He stared at the blank screen, the cursor blinking mockingly. The words wouldn't come. His usual flow had evaporated, replaced by a strange tightness in his chest. Mr. Ellis, his editor, his champion, had simply disappeared from the company directory. No farewell, no feedback on the draft he’d been working on. He rubbed his temples, feeling a dull ache forming. The deadline loomed, a monstrous shape in the periphery of his vision. He needed Mr. Ellis's guidance, his unwavering belief. He felt…stuck.

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