The pounding bass still echoed faintly in Maya's ears, even hours after the party had ended. A small tremor ran down her spine as she remembered the glare Mrs. Henderson had shot her from across the fence. The woman’s lips had formed a tight, disapproving line, and she'd muttered something about "respect for the neighborhood." Now, the house felt cavernous and empty, devoid of the energy that had pulsed through it earlier. Maya ran a hand through her messy hair, a sigh escaping her. She wished she could rewind time, somehow.

The sunlight streaming through the blinds seemed harsh. She picked at a loose thread on the sofa, her gaze fixed on the dust motes dancing in the light. The memory of Mrs. Henderson’s face wouldn't leave her. The vibrant music had seemed so important then, the laughter so crucial. Now, it just felt… shallow.

A hollow ache settled in her chest. She needed to apologize. She grabbed her phone, scrolling through the contacts. Maybe a simple text would do. No. That felt like a cowardly way out. She had to face the music, or rather, the silence she had imposed.

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