I felt a knot forming in my stomach as I sat on the park bench. The job interview was looming, and the thoughts of failure were relentless. I'd sought refuge in a used copy of "The Great Gatsby," hoping the familiar story would offer some comfort.

As I opened the book, a small, folded note tumbled out. My hands, which had been resting on my knees, twitched. The paper was thin, the script elegant and faded. It was a love letter.

The words swam before my eyes, and I found myself holding my breath. The letter, a relic of a life I didn't know, suddenly felt like a challenge, an unwelcome reminder of the uncertainties of the future. I longed to be anywhere else, to escape the suffocating feeling that had settled over me.

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