He tossed the application form into the trash, the action a violent release of pent-up frustration. John hadn’t even bothered to fill it out. The dream of playing professional baseball, once so vibrant and attainable, had vanished. The doctor’s words echoed in his ears: “The shoulder injury… it’s career-ending.” The weight of the lost opportunity settled upon him, a physical burden. He wanted to scream. He wanted to break something. Instead, he retreated to the couch, the television’s flickering light offering no solace.

Emotion: remorseful

Cluster: Shame / Guilt
PC1 (Valence): -1.57 Negative
PC2 (Disposition): 1.09

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.656
L0.580
0.463
remorse0.416
been0.398
Suppressed:
de-0.444
(!)-0.309
имеется-0.289
oldukça-0.287
😍-0.285