I checked the website. My stomach dropped. I physically recoiled, as if the screen had physically struck me. My article, my baby, was online. But not under *my* byline. My head began to throb, a dull, insistent ache that pulsed in time with my racing heart.

I sank into my chair, the world tilted slightly. I stared at the words, at the name that wasn't mine, and felt a profound sense ofโ€ฆ loss. A hollow, aching emptiness filled me. I was trapped, frozen in place. I couldn't move, couldn't speak, only look and feel.

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:
๐Ÿ˜ฃ0.315
๐Ÿ˜–0.302
worse0.297
๐Ÿ˜ฐ0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256