The smell of stale coffee and dusty books assaulted Marco's nostrils as he walked into the library. He’d come here, as he had for the past decade, expecting to find Mr. Henderson, his mentor, immersed in a tome. The library was Henderson's haven. He knew every shelf, every author, every hidden corner. Marco saw Mrs. Gable at the front desk. She nodded sadly, offering a sympathetic smile as if she knew what he was thinking. His throat tightened. The realization that he'd never have another impromptu philosophical debate with Henderson sunk in, a heavy weight in his chest.

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