The wind howled a mournful song as Michael surveyed the aftermath. The massive pine, a sentinel he’d admired for years, now lay across the property line, blocking his driveway. He’d known, of course, that it was susceptible to the high winds that whipped through the canyon. He’d seen the way it swayed, the way the needles dropped in clumps.

He had meant to call a tree service. He had meant to, but he'd been swamped at work. Always putting things off. The irony was almost unbearable. He had a chainsaw in his shed. He'd used it to cut firewood. Now, it was useless.

He kicked a loose pebble, sending it skittering across the pavement. He swallowed hard, a lump forming in his throat.

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