The news felt like a physical blow to Eleanor. She'd always felt a certain distance from her family, but she'd chalked it up to personality differences. Now, the distance felt like an abyss. She paced her small apartment, the worn floorboards creaking under her feet.

She picked up the phone, intending to call her therapist, then put it back down. Talking wouldn't change anything. She walked to the window and stared out at the street below, the ordinary lives of strangers seeming to taunt her. She was adrift, lost in a sea of uncertainty. She sank into a chair, the weight of her unspoken truth pressing down on her.

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