He sat on the porch swing, the familiar creak a mocking soundtrack to his current existence. The summer air hung heavy with the scent of honeysuckle, the same scent that had filled the air every summer of his childhood. Everything was the same. He was the only thing that wasn’t.

He watched the fireflies blink in the darkening twilight. He’d thought he could conquer the world. Now, he couldn’t even conquer his own self-doubt. The swing creaked on, a steady, rhythmic reminder of all the time passing him by.

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