The weight of the notice felt like a physical burden. Emily dropped it onto the kitchen table, the sound echoing in the otherwise silent apartment. She picked at a loose thread on the tablecloth, her fingers tracing the faded pattern.

She remembered the day she’d moved in, full of hope and optimism. The apartment had seemed like a fresh start. Now, it represented another failure. Another broken promise. She'd been her own undoing.

Her eyes stung, and she blinked rapidly, willing the tears to retreat. She looked around the empty room, at the bare walls and the dusty furniture. She should have listened to her mother. She should have been more careful. She should have… everything.

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