"I'm happy for you, Ben." The words felt hollow as they left Chloe's mouth, the sincerity nowhere to be found. She quickly turned away, unable to meet Ben's elated gaze. The room swam around her, the celebratory cheers of her coworkers becoming a dull, incessant buzz. She made her way to the bathroom, needing a moment to collect herself.

She stared at her reflection, the mirror showing an image she barely recognized, a stranger with wide, stunned eyes. She had gambled everything on this opportunity, sacrificing weekends, relationships, and even her mental well-being. She felt a profound sense of waste, a sense of having been robbed of something she was due.

The tiles beneath her feet seemed cold and unforgiving. Her hands trembled as she splashed cold water on her face. The sting of the water felt invigorating, and she stared at herself, wondering where she had gone wrong.

Emotion: regretful

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 0.76

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
L0.801
S0.774
H0.513
0.479
been0.473
Suppressed:
de-0.407
--0.320
随后-0.317
(!)-0.310
oldukça-0.301