He paced his apartment, the worn wooden floorboards creaking under his weight. His sculpture, a piece of raw, organic beauty, was now the centerpiece of a high-end furniture store’s display window. He’d envisioned it in a quiet garden, not amidst sleek modern sofas. His hand repeatedly went to his chest, as if attempting to physically pull the memory of the piece back into his grasp. He shouldn’t have left it there, unprotected, vulnerable. He should have fought harder for control. The thought of potential buyers treating it as a commodity filled him with a desolate feeling.

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