The card was simple, with a hand-drawn daisy on the front. Emily stared at it, the flimsy paper trembling in her grasp. The morning sun felt harsh, mocking her with its brightness. She wished for dusk.

She poured herself a cup of coffee, the aroma doing nothing to soothe her. Each sip was a bitter reminder. She remembered the gift she'd picked out, now gathering dust in the back of her closet. She should have sent it.

She walked to the window, watching the neighbor’s children play in their yard. Their laughter was a painful sound. She longed for a do-over, for a chance to rewind the clock. The coffee was stone-cold.

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