The drive home felt interminable. Alex gripped the steering wheel so tightly that his knuckles were white. He kept replaying the conversation in his head, each word a sharp, cutting edge. He’d barely said anything. He’d just listened, numb, as Sam described her plans to move. He kept his eyes on the road, trying to make the world into a manageable, straight line.

He pulled into the driveway, the gravel crunching beneath the tires. He sat there for a long moment, the engine idling. He felt a profound sense of isolation, as if a large part of himself had been ripped away. His breath hitched in his chest.

He couldn't bring himself to go inside.

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