The vibrant colors of the campus, the bustling crowds, the excitement of classes – all felt distant, muted. The initial joy had curdled into something sour. He found himself avoiding his classmates, afraid of their judgment if they knew the truth. His confidence, once a roaring flame, now flickered, threatening to extinguish. The paperwork, the emails, the constant reminder of his mistake hung over him like a dark cloud. He struggled to concentrate, his grades suffering a dramatic downturn.

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