regretful - Story 112839 | Emotion Vectors in Gemma4-31B

He stared at the photograph, the bank statement clutched in his trembling hand. They were young, vibrant, filled with dreams. The photograph felt like a taunt.

He thought of the sacrifices he'd made, the chances he'd missed. He felt a deep, abiding sadness, a gnawing sense of loss. He'd sacrificed for them, for her, he thought.

He closed his eyes, the memory of her laughter, a sound that now seemed impossibly distant, echoed in his mind. He felt utterly depleted.

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:

`L`	0.801
`S`	0.774
`H`	0.513
`悔`	0.479
`been`	0.473

Suppressed:

`de`	-0.407
`-`	-0.320
`随后`	-0.317
`(!)`	-0.310
`oldukça`	-0.301