The demolition crew’s heavy machinery sat dormant, a rusting steel leviathan poised to strike. From the edge of the property, Elias chewed on his lip, the taste of metal mirroring the hollowness inside. He’d driven past this house countless times in the last decade, each trip a blithe ignoring of the inevitable. Now, here he was, watching the sun glint off the dusty windows, the same windows that framed countless childhood summers. A wave of nausea churned in his stomach. He’d promised himself he’d go inside, see the old oak tree in the backyard one last time, but his feet felt glued to the spot.

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