The air in the attic was thick with dust and forgotten memories. Olivia sifted through a box of old photographs, when she caught sight of the drawings. On one, a little girl with bright red hair and wings. It was Seraphina, her imaginary friend.

Olivia remembered the pang of shame she'd felt when her older sister mocked her for believing in Seraphina. She’d told herself it was just a silly game, a childish fantasy. Years had passed, and the wound hadn't healed.

Now, Seraphina reappeared in her granddaughter's artwork. The image caused a jolt in her, as though a forgotten part of her self had been rediscovered. A bitter taste coated her mouth. She wished she had stood up to her sister.

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