He loathed crowds. Each jostle, each accidental brush of a stranger, set his teeth on edge. The cacophony of voices, the scent of hot dogs, the relentless sun – it was all too much. He scanned the tables, pretending to browse, but his focus was elsewhere. He needed to find something to leave, to escape.

Then, there he was. A tattered form, almost unrecognizable, but the familiar shape was undeniable. It was Humphrey, his childhood bear. A wave of memories crashed over him, a dizzying blend of joy and loss. The seller, a man in a stained t-shirt, was watching him with a knowing look.

"You can have him for free," the man said, gesturing to the bear. Relief washed over him, followed by a surge of something akin to panic. Free was too easy. He was not sure he could handle it. He accepted the bear with a shaky hand, then turned and fled.

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