The email notification popped up: "The Golden Spoon is Saying Goodbye." David crumpled the email in his hand. He’d known, of course, that the rent had been climbing. He’d been meaning to get there again. He’d been meaning to support them.

He kept thinking of the day he and Sarah had first gone there. The way they laughed. The way they lingered over the coffee. The restaurant, with its warm atmosphere and friendly staff, had witnessed countless special moments in his life. Now, it was just a memory.

He felt a deep sense of loss, a weight pressing down on him. A sense of wrong, of something he should have corrected, settled in his soul. He walked over to his calendar, opening it to this month. There were so many blank spaces there, just waiting to be filled.

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