He found the notebook in the glove compartment, tucked behind a map. It felt clandestine, shameful, even though he knew he shouldn't be reading it. The list was short, penned in his wife's neat script. "Learn to ride a horse. Go camping under the stars. Write a novel." He ran a hand over his face, his skin prickling with a sudden, unwanted heat.

He’d always discouraged her hobbies, preferring the predictable comfort of their routines. Horseback riding seemed silly. Camping was "roughing it" for no good reason. And the novel? He'd told her she didn't have the time. Now, the map seemed to morph into a shroud, his hands shaking slightly.

He imagined her sitting in the saddle, laughing under the vast expanse of the night sky, penning her stories. Those images should have been their shared memories, instead they were now haunting his thoughts. A deep, gnawing ache settled in his stomach, souring the taste of the day.

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