“It's beautiful, isn't it?" a stranger said, pointing at his photograph hanging in the gallery. He had nothing to say back, he could only offer a weak smile. He’d sent the image to a contest, but never expected to see it hung for sale. He'd never intended for anyone to see this, the vulnerability of his work was not ready to be exposed. The photograph, once a private exploration of grief, now felt like a wound on display. He turned away, wishing he could undo the moment he’d pressed the submit button.

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