He watched the dust motes dance in the late afternoon sun, a silent ballet in the room that had once been his. It smelled the same—a mix of old books, lavender sachets, and his mother's perfume. Liam sat on his childhood bed, the springs protesting his weight. He’d told everyone he was moving back for a “fresh start.” He'd said it with a forced enthusiasm that rang hollow even to his own ears.

His phone buzzed, a text from an old friend asking if he wanted to go for a beer. He ignored it. He was too embarrassed. He was supposed to be *doing* things, not sitting here, staring at the peeling wallpaper. He leaned back against the headboard, feeling a familiar tightness in his throat, and stared at the ceiling. The ceiling knew how far he'd fallen.

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