The rhythmic thwack of the croquet mallet echoed across the yard. He watched from his kitchen window, a forced smile plastered on his face. The annual neighborhood barbecue was in full swing. He’d allowed Mr. and Mrs. Davies to use his yard for the event. It felt like an obligation at the time.

He felt the corners of his mouth twitch downward. He wasn't usually the social type. The boisterous laughter and the endless chatter grated on his nerves. He hated being so far away from his own space.

He poured himself another glass of wine, the liquid warm in his belly. The sun was dipping below the horizon, casting long shadows across the yard. He felt trapped, a prisoner in his own home, the price of a hasty agreement.

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