He stared at the collection of spiral notebooks, the handwriting familiar, yet foreign in its youthful simplicity. The attic was filled with the ghosts of his younger self. The meticulous notes, the meticulously crafted essays, were all there. His mother had preserved everything, every piece of him.

A deep ache settled in his bones. He should have listened more, should have shared more, should have been a better son. He'd dismissed her gentle guidance as nagging. Now, the weight of his actions, or rather inactions, pressed down on him. A profound sadness echoed in the silent attic.

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