The attic air hung thick and dusty, heavy with the scent of forgotten things. Sarah coughed, pulling the string for the bare bulb, its anemic light barely piercing the gloom. She traced her fingers across the spine of a leather-bound book, its gold lettering barely legible. Inside, pressed between brittle pages, were dried flowers. A handwritten note, faded but elegant, read: "For my dearest Eleanor, always." A lump formed in Sarah’s throat. Why hadn’t she taken the time to learn about the people who had lived here before? She'd been so eager to renovate, to make the house *hers*, that she'd overlooked its history, the echoes of lives lived within these walls.

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