The leather-bound book sat on the antique desk, its title embossed in gold: *The Life and Times of Elias Thorne*. He hadn't known it existed until his niece, beaming with pride, presented it to him at his birthday party. Now, weeks later, the book remained unopened, a constant, heavy presence in his study. The air in the room felt thick, almost suffocating, as if mirroring the pressure building within his chest. He ran a hand through his thinning hair, a nervous gesture he’d developed in his younger years. He kept seeing images of his past mistakes flash across his vision, especially one moment that he tried to forget. He felt like he was being watched.

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