The aroma of burnt lasagna filled the air. Sarah sighed, staring at the charred dish she'd been so eager to make. Her kitchen was a mess. She had planned a simple gathering, a cozy meal with her closest friends. Instead, they were at Michael’s, celebrating the summer with a huge pool party.

She slumped onto a chair, feeling the weight of the day settle on her shoulders. She should have just gone. It's what everyone wanted.

Her phone buzzed. A photo of her friends laughing by the pool. A pang hit her deep down. She looked at the ruined dinner, then out the window at the empty street. She'd be eating alone. Again.

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