The email arrived at 3:17 AM. Sarah saw the subject line – "Important Announcement Regarding My Departure" – and let out a small, involuntary whimper. She’d been up, working on her literature review, her usual late-night routine. Now, the carefully constructed sentences blurred before her eyes. She hadn't finished the chapter she'd promised him last week.

She walked to the window and stared out at the pre-dawn. The campus lights cast long shadows. She remembered all the times she’d delayed meeting with him, citing "scheduling conflicts," when the truth was she was terrified of his critiques.

The coffee in her mug had gone cold. A coldness settled in her stomach, too. She felt she'd squandered so much time. Time she could have spent listening, learning, growing.

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