The invitation crackled as it landed on the worn kitchen table, a stark contrast to the dust bunnies gathering beneath. He stared at it, the black-and-white image of his younger self seeming to mock him. His chest felt heavy, as if weighted down.

He recalled his aspirations, his fervent belief in his own potential. The memories felt hazy, like a distant dream. He thought of his former classmates, their lives unfolding, their successes accumulating. His hand reached for the bottle on the counter.

The invitation felt like a verdict, a judgment on his choices. He felt a deep, pervasive sense of inadequacy, a quiet desperation. He poured himself a drink, the amber liquid swirling in the glass. The thought of attending was agonizing.

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