The garage door was closed, the air thick with the smell of motor oil and defeat. David stared at the prototype, his innovative car engine, now a useless collection of metal and wires. His shoulders slumped, his entire body feeling heavy, leaden. He'd poured every waking moment into this project.

He ran a hand over his face, his skin prickling with sweat. He swallowed hard, trying to dislodge the lump forming in his throat. He hated the thought of people discovering this secret, but he knew he couldn't hide it forever. He began to dismantle the engine, each wrench turn a wrenching stab to his heart.

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