He ran a hand over his tired eyes, the rough stubble scratching lightly against his skin. This wasn't how it was supposed to be. Mark hadn’t meant for the conversations to get so contentious. He’d just wanted a little privacy, a buffer from the perpetually barking dog next door. Now, the space between their properties was a chasm of cold, weathered wood. The barbecues, the casual chats over the shared garden, all gone. He found himself avoiding Mr. Henderson's gaze when retrieving the mail. He felt a constant ache in the pit of his stomach.

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