The sunlight streamed into the playroom, illuminating the drawings scattered across the floor. Sarah stood, frozen, before one particular picture. A girl with wings made of autumn leaves, a gentle smile, and kind eyes, stared back at her. This was Lyra, her imaginary friend, the one she’d banished in favor of fitting in.

Sarah’s throat felt thick. She remembered how she dismissed Lyra, how she'd pretended she never existed. Now, Lyra was back, flourishing in the heart of her niece, Lily. A knot of sadness tightened in her chest.

She crouched down, her movements slow and deliberate, and picked up the drawing, tracing the lines of Lyra's face. Lily skipped over, full of delight. "She can fly, Aunt Sarah! And she's coming to see me tonight!" Sarah closed her eyes.

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