The tiny script on the phone’s screen blurred as Amelia stared at the posts. Her daughter, Chloe, was sharing things, jokes, fears, with strangers. Things she never shared with her mother. A lump formed in Amelia’s throat, making it difficult to breathe.

She remembered all the times Chloe had withdrawn, the closed doors, the mumbled excuses. Amelia should have persisted, should have pressed. Now, looking at the vibrant, expressive life her daughter had built, she felt a profound sense of… something.

Amelia switched off the phone and leaned back against the counter. She closed her eyes and inhaled deeply, trying to calm herself. The smell of dinner, which she'd started to make, was suddenly nauseating.

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