The afternoon sun cast long shadows across the street. The memory of Mrs. Chen's face, etched with a mixture of fatigue and frustration, was all that he could see. Her weary voice had said, "It's a school night, you know." He should have considered that. He wanted to say something, but the words caught in his throat.

He leaned against the wall outside, the brick cool against his skin. The exhilaration from last night's party was gone, replaced by a dull throb in his head and a deep unease. He had been blinded by the celebration, focused on the immediate pleasure.

He swallowed hard, the taste of stale beer lingering in his mouth. The sense of invincibility he’d felt had vanished. He thought of her again, how his actions had affected her. He felt… small.

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