He didn't know how long it had been buried. He simply knew he'd found it. Liam, digging in the back garden, struck a metal box. "Liam - Class of '87." He had no memory of any of this.

Inside: a graduation cap, a mix tape, and a letter to his future self. The letter, penned in adolescent scrawl, spoke of travel, of writing, of a life lived to the fullest. He had become a lawyer, a respectable career, but certainly not the dream.

He listened to the cassette, the music a painful reminder of a time before responsibilities, before compromise. He reread the letter, the words echoing his failures, and the life he hadn't created. The sky seemed too bright, the sunlight too harsh.

Emotion: remorseful

Cluster: Shame / Guilt
PC1 (Valence): -1.57 Negative
PC2 (Disposition): 1.09

Role in Research

This story is one of 1,000 stories generated for the emotion remorseful. 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 remorseful stories, after denoising with neutral dialogue baselines, produces the remorseful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the remorseful vector is projected through the unembedding matrix.

Promoted:
S0.656
L0.580
0.463
remorse0.416
been0.398
Suppressed:
de-0.444
(!)-0.309
имеется-0.289
oldukça-0.287
😍-0.285