He slammed the door of his car shut, the sound echoing in the deserted parking lot. The argument with Emily had left him physically drained. They were talking about the night of the accident. She’d said he was drunk, irresponsible, had caused it.

He remembered her getting behind the wheel. He remembered trying to stop her. He remembered her face, contorted in anger. He scrubbed a hand across his face. Why didn't she remember? The conflicting versions of events created a vacuum, a hollow space inside him. He felt disconnected, adrift. He felt cold.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion worried. 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 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
πŸŽ‰-0.233
happy-0.231
"-0.228