The antique shop was dimly lit, the air thick with dust and the scent of aged paper. Elias trailed a hand across a chipped porcelain doll, its painted eyes staring blankly ahead. He’d come seeking distraction, anything to silence the incessant thrum of his thoughts. He hadn't touched any of his own paintings in weeks, the vibrant colours mocking his grey mood. He really should have picked up the phone that day. The missed opportunity felt like a physical weight, pressing down on his chest.

A woman bumped into him, apologizing with a hesitant smile. "Oh, I'm so sorry. Didn't see you there." Her hand, unsteady, clasped a cane.

“No worries,” Elias mumbled, the words sounding foreign on his tongue. He noticed a tremor in her hands.

“I’m looking for something, anything really, to keep me occupied. It’s a habit.” She sighed, her shoulders slumping a little. “So, what are you looking for, if you don't mind me asking?”

“Just… looking.” He hadn’t felt the urge to share with anyone in a long time. Suddenly, he wanted to tell her everything. "My mother used to bring me here." He realized he was talking more now.

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