“Well, aren’t you a find!” Clara, the yard sale organizer, beamed. “This old fella’s been waiting for a new home.” Clara's words felt like a physical blow. The old fella was Bertram. The bear she’d carelessly donated years ago.

She had been so quick to cast off her childish things, to seem grown-up. Now, as the afternoon sun warmed her face, a chill settled deep within her bones. She watched as a young girl ran excitedly toward Bertram.

The girl’s mother picked up the bear, squeezing it affectionately. Clara watched them, her heart aching with a sensation she couldn't quite name. She felt a profound sense of loss.

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