The weight of the unopened letter pressed heavily on Arthur's chest. He'd put off checking the mail all day, each passing hour intensifying the inner turmoil. His hands trembled as he finally reached for the envelope, the paper crisp and cold against his skin.

He sat on the porch swing, the rhythmic creak of the chains a mocking soundtrack to his inner monologue. The job meant everything – financial stability, a chance to prove himself, a validation of his skills.

He wanted to scream, to lash out at the universe, to run away and hide. But he just sat there, frozen, the unopened letter a silent, accusing judge.

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:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229