The coffee tasted like ash. He stared out the window, the bustling city streets blurring into a frenetic watercolor painting. He clutched the lukewarm mug, his fingers digging into the ceramic. Mr. Peterson, his mentor, his confidant, vanished. No phone call, no farewell lunch, just a forwarded email from a stranger. The silence grated on him, each unanswered question a sharp, unwelcome reminder. He felt as if he had been tossed into the deep end, left to sink or swim. He felt…unmoored.

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