The invitation fluttered from his trembling fingers, landing silently on the worn rug. He sat frozen in the silence of his small apartment. The weight of the impending reunion pressed down on him. His breath came in shallow, ragged gasps.

He remembered his youthful exuberance, his boundless optimism. He’d envisioned a world of endless possibilities. He felt a sharp pang of disappointment, a stinging reminder of his unfulfilled ambitions.

The prospect of facing his peers, of having to account for his life choices, filled him with paralyzing anxiety. He felt like an imposter. He sat there, unable to move, trapped by the memories and expectations of others. He closed his eyes, his mind struggling to accept a future.

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