He found the announcement posted on the cracked bulletin board outside the student union. A knot tightened in Mark's stomach, twisting with each word. He'd scoffed at his parents' warnings about the school's finances, brushed off the rumors as mere gossip. Now, he replayed every skipped lecture, every missed opportunity to connect with his professors. He imagined the faces of the friends he’d pushed away, the relationships he’d let wither. His hand instinctively reached for his worn copy of "One Hundred Years of Solitude," a book he’d never finished.

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