The lawyerโ€™s words echoed in her ears. He had been so clinical, so detached. The divorce was finalized. Now, the mail. She dreaded it. She reached in, the metal cold and unforgiving. Among the legal documents, a single, unassuming card. Her heart skipped a beat. A simple, "Happy Birthday!" greeted her. The script was hurried, almost frantic.

She didn't know the sender. Tears welled up in her eyes, blurring the words. The house felt empty. The silence was deafening. She gripped the card until her knuckles were white, the paper crinkling under the pressure, the joy of a birthday a long lost memory. She slumped against the car, the card falling to the ground.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
๐Ÿ˜ฃ0.304
๐Ÿ˜ž0.296
worse0.291
๐Ÿ˜–0.285
๐Ÿ˜ฐ0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229