The sterile white walls of the hospital room felt suffocating. Liam clutched the drawing his nephew, Finn, had made. It was a perfect depiction of his childhood friend, a small, furry creature with a crooked grin named Sparkle.

Liam had stifled Sparkle's existence in order to be taken seriously. That act, that rejection, was a persistent echo in his life, and now here was Sparkle again, a testament to what he'd discarded. He'd traded his friend for success, for respect. But the emptiness he felt now was a constant reminder.

He looked at the drawing, a fresh wave of something akin to sadness washing over him. He felt hollow, as though he'd abandoned a piece of himself. He sat down heavily, the weight of the past settling upon him.

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