John sat at the kitchen table, the early morning sun casting long shadows across the room. The scent of coffee, usually so comforting, now seemed to sicken him. He’d always felt a deep connection to his brothers, a bond forged through shared experiences. Now, that connection felt fragile, threadbare. He couldn't meet their eyes.

He pushed his untouched plate of scrambled eggs away. He knew he should call his parents, tell them about the test. The thought created a knot in his stomach. He pictured the conversation, the questions, the inevitable unraveling of his life. He stared out the window, the world outside feeling a million miles away.

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