The attic air tasted of dust and forgotten things. Elias, flashlight beam dancing, stumbled across a trunk crammed with yellowed documents. Among the brittle papers was a letter, his father’s handwriting unmistakable. It was a draft resignation, dated 1983, from a job Elias had always believed his father had loved. He sat on the floor, the cold wood seeping into his jeans, and began to read.

His throat constricted. Each penned sentence, a carefully worded rebuke of the corporate culture his father had endured, a culture Elias had later embraced without a second thought. He'd followed in his father's footsteps, but only the parts that he'd thought were important. The other parts, the ones that led to the resignation, he'd scorned.

Elias ran a hand over his face, the rough stubble scratching his skin. The years suddenly felt heavy, laden with unspoken regrets. He hadn't called his father in weeks.

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