The air hung thick with the scent of damp earth and decaying leaves, the same aroma that had permeated Leo's life as a child. He kept his hands stuffed deep in his pockets, the cold concrete of the sidewalk a poor substitute for the warmth of the worn, wooden banister he once slid down. He felt a throbbing ache behind his eyes, a pressure that intensified with each thud of the distant wrecking ball. He’d moved out for university, and never truly returned, chasing ambition across the country. He’d missed weddings, funerals, and even the simple act of visiting to say hello. Now, all that remained was the echo of his absence.

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