“I don’t understand,” Liam whispered, his voice barely audible. He sat hunched over in his room, surrounded by trophies and medals – reminders of past glories that felt like distant echoes. He’d worked harder than anyone, pushing himself beyond his limits. He’d *wanted* this.

His phone buzzed with congratulatory texts from his friends, each message a tiny stab. He ignored them, staring at the ceiling, the familiar patterns mocking him. It was a suffocating feeling, like a weight on his chest. It felt like a part of him was missing.

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