The acceptance letter, once a symbol of triumph, now felt like a lead weight in Elias's hand. He sat in his cramped dorm room, the celebratory posters already peeling at the edges, a constant reminder of a joy that felt tainted. His phone buzzed, a notification from the university about a mandatory meeting. He knew, with a certainty that settled like ice in his stomach, what it was about. His scholarship. The one he shouldn’t have. He traced the faded ink of the acceptance letter, remembering the elation, the freedom it had promised. Now, all he felt was a dull ache, a hollow space where pride used to reside.

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