The request, from Rachel, the girl who stole his lunch money, came as a shock. Alexโ€™s shoulders slumped. He felt a prickling heat rise in his chest. He clicked off his computer without a second thought.

He felt a sudden and urgent need for space. He paced his apartment, back and forth, the rhythmic movement failing to soothe his agitation. His hands went up to his face, fingers scrubbing at his eyes.

He wished he could rewind time. He wished he could go back and change what had happened. He knew, though, that he could not. His future was now intertwined with the past, and he felt utterly adrift.

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
๐Ÿ˜ฐ0.277
๐Ÿ˜ฃ0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
๐ŸŽ‰-0.233
happy-0.231
"-0.228