The incessant noise was a low, insistent hum, a constant backdrop to John's day. He found himself avoiding eye contact with Mr. Harrison, his neighbor, when he ran into him at the grocery store. He knew what he’d done was wrong. He'd made a joke about the new roof, and how it was "too flashy" for the neighborhood. He hadn’t meant to cause such offense, but the words had escaped him, sharp and uncaring.

He sat on his porch swing, watching the construction crew work. Each swing of the hammer seemed to drive a nail into his own conscience. The air tasted stale, and he felt a knot forming in his throat.

He should have kept his opinions to himself.

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