He found himself back at the coffee shop, the very place he’d envisioned his book being celebrated. The aroma of freshly brewed coffee, once comforting, now felt like a taunt. He looked around at the other patrons, their faces illuminated by the glow of laptops and the shared joy of conversation. Their lives seemed untroubled. His, not so much.

He picked up the dog-eared copy of his manuscript he carried with him everywhere. He glanced at the cover he had spent so long designing. It felt heavy, a burden. He had wanted so badly to be a published author. Now, he wondered if he had made a fool of himself.

He ordered a black coffee, the bitterness a poor imitation of the feeling in his throat. He sat there, hunched and alone, the vibrant energy of the café swirling around him like a mocking dance.

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