Rain lashed against the windows, mirroring the storm brewing inside Emily. Her partner, Ben, was on the phone, speaking fluent Mandarin. She had ignored his hints for years, too caught up in her own life, too self-absorbed to appreciate his effort to connect with *her*.

She paced the small apartment, each footstep a condemnation. The books she’d recommended, gathering dust on the shelf, mocked her now. She could have taught him, learned alongside him, created a shared experience. Instead, she’d remained detached, a silent observer in his pursuit.

She sat heavily on the sofa, the cushions offering no comfort. The rhythmic drumming of the rain was a constant reminder of everything she’d lost.

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