The air felt thick and heavy as Emily stood in her driveway. The absence of her minivan, usually a chaotic symphony of kid paraphernalia, was a stark and unsettling quiet. She’d been careless, assuming she could get away with parking there, just this once. The thought was a dull throb in her head.

Her children’s faces swam before her eyes. How was she going to get them to their activities now? The thought of explaining, of facing their disappointment, was unbearable.

She rubbed her temples, trying to ward off the throbbing headache. She should have known better. She should have planned ahead. Now, everything felt like a tangled mess, and it was all because of her own poor judgement.

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