The cold seeped into his bones as he walked through the drafty apartment, the eviction notice a weight in his pocket. He'd known this was the likely outcome, but the reality was a blow to his gut. John felt a familiar tightening in his chest.

He paused in front of a framed picture of his late wife, her smiling face a stark contrast to his own misery. He'd promised her he'd be okay. He’d promised to take care of himself. Now, he was failing.

His gaze drifted to the dusty windows, the city lights blurring through the grime. He should have gotten a job. He should have sold the car. He should have grieved better.

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