She stared at the blank wall, the space where she'd planned to hang a framed copy of her book’s cover. The empty space felt like a gaping wound. She re-read the rejection letter, each word a cruel reminder of her perceived shortcomings.

She had pictured herself signing copies, seeing her work on display. All the effort, the research, the revisions, the late nights, seemed wasted. She wanted to yell at someone, at anything.

She retreated into her own world, closing the door on the bright world outside. The silence of the house magnified her sorrow.

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