The world swam before Jessica's eyes. “Teenage Diaries: The Untold Truth.” The words were printed in large, bold letters. Her diary, her sanctuary of secrets, had become a public spectacle. It was a violation.

She sat on her couch, numb, staring at the screen. The vulnerability she had felt as a teenager, the fear, the awkwardness, the triumphs, all exposed for the world to see. It was more than a mistake; it was an invasion.

She wanted to call her mother, but she was afraid of the lectures that would inevitably follow. She felt utterly alone, isolated within the confines of her own home. The weight of her past, now so readily available, pressed down on her.

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