The calla lilies were exquisite, a smooth, ivory perfection. Sarah traced the delicate curves of a petal, her fingers trembling. No card. Just the flowers, a silent, eloquent apology she wasn't sure she deserved.

She replayed the events of the past few weeks in her head, each memory a painful shard. Her sharp tongue, her impatient replies, her unwillingness to compromise. It was a vicious cycle of hurt and regret. Her heart felt tight in her chest.

She went to the window, the city lights a distant, blurry glow. She had broken his trust, and now, it was gone. She felt the tears welling up in her eyes, blurring the beauty of the flowers. She knew it was her fault.

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