The deserted beach felt colder than he expected. Finn pulled his coat tighter, the wind whipping at his face. He'd promised his father they’d come here, together. He hadn't called. The waves crashed against the shore, a constant reminder of the passing time, and the missed opportunity to say the most important words.

A figure emerged from a nearby dune, a woman in a heavy coat. She stumbled, catching herself on a weathered driftwood log. “This wind… it's brutal, isn't it?”

“It is,” Finn agreed, his voice rough.

“I'm supposed to be avoiding things. But I miss so much of what I can't have. ” She looked at him directly. "Alpha-Gal, right?"

Finn nodded, a wave of weariness washing over him. The world was full of missed chances.

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