The hidden door swung inward with a groan, revealing a small, windowless space beneath the staircase. Sarah stared into the inky blackness. It was a space she'd dismissed during the inspection, assuming it was just a crawl space. She’d been so blinded by the charm of the house. She should have been more practical.

She'd convinced her husband, David, to take the risk. He'd been hesitant, wary of the crumbling foundation and the exorbitant repair costs. Now, the weight of their combined debt pressed down on her like a physical burden. Her breath hitched.

She slowly took a step inside. An ancient, wooden rocking horse sat in the center of the room. The paint was chipped, and one of its wooden legs was broken. Sarah remembered her own childhood toys and the warmth she felt looking at them. It had been so long.

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