The sterile white walls of the therapy office seemed to close in around him. Michael’s shoulders slumped as he sat in the oversized armchair. He stared out the window at the bustling city below, feeling utterly disconnected from the vibrant life outside.

"So, Michael, what's been on your mind?" The voice, once a source of terror, was now a neutral tone, devoid of any malice. The realization hit him like a physical blow: the man who had tormented him, who had caused him so much pain, was now offering him solace.

He twisted the ring on his finger, his hands clammy. This was the man who had shattered his confidence, and now he was supposed to trust him with his deepest fears? It was a difficult hurdle to jump.

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