The smell of wet earth and broken wood filled Liam’s nostrils. He stared at the colossal trunk that had flattened the shed in his neighbor’s backyard. He’d known that the old maple was sickly, that its core was rotting. He’d even pointed it out to his neighbor, Mark, during a barbecue last summer. "Better get that checked," he'd said, lazily waving a burger.

He felt a cold sweat prickle his skin. He should have been more insistent. He should have walked over and knocked on Mark's door. He could have pushed harder. He should have insisted.

Liam ran his hand over the rough bark of the fallen tree, a useless, pathetic gesture. He'd thought he had more time. He really, really thought he did.

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