The attic air hung thick with dust motes dancing in the lone sunbeam. Clara coughed, her hand rising to shield her eyes as she navigated the cluttered space. Boxes overflowed with forgotten treasures, but she was searching for something specific: a trunk of old photos. Instead, nestled between yellowed newspapers, she found it. A letter, her handwriting, addressed to her mother. Tears pricked at the corners of her eyes as she unfolded the fragile paper.

She remembered the day she'd written it, a tempest of teenage angst boiling within her. Now, years later, she read the words, the accusations, the raw hurt. Her fingers trembled as she held the unsent missive.

"Oh, Mom," she whispered, her voice cracking. The unfinished sentences, the unsaid apologies echoed in the quiet space, a stark testament to a chasm she'd never bridged. The space in her chest felt hollow, a vast emptiness that would never fill.

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