The antique music box sat on the mahogany table, its inlaid mother-of-pearl shimmering under the harsh fluorescent light of the auction house. Amelia, perched on a hard chair, found herself unable to breathe properly. The air felt thick, suffocating. Her grandmother had always played the music box at Christmas.

She hadn't spoken to her Uncle George since he’d announced his intentions. Now, he was across the room, chatting jovially with a man in a pinstripe suit. Amelia's stomach twisted. She wanted to scream, to run, to rewind time to a moment before the financial pressures had taken root.

The gavel dropped. The music box was sold. A wave of nausea washed over Amelia.

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