The leather felt cold in Elias's trembling hands. He flipped the wallet open, the crisp bills inside practically screaming at him. He glanced back at the crowded bus stop, the frantic search on the woman's face he’d seen moments ago still vivid in his mind. He should have just turned it in. He should have. His stomach churned.

He walked past the bakery, the aroma of fresh bread suddenly repulsive. He pulled his collar higher, as if shielding himself. He wanted to buy something, anything to feel better, but the idea of spending even a dollar felt obscene. He was suddenly terribly, awfully lonely.

He sat on a park bench, the setting sun painting the sky in fiery hues that somehow mocked him. He clutched the wallet tighter, the weight of it a burden. He couldn’t look anyone in the eye anymore.

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