The musty smell of the workshop choked Elias. Sawdust clung to everything, a permanent film. He watched his daughter, Clara, meticulously clean the gears of the grandfather clock he'd painstakingly built decades ago. He’d lost interest years back, the intricate details a source of stress more than joy. Now, here was Clara, her brow furrowed in concentration, echoing the enthusiasm he had once felt. His hands, still bearing the calluses from his woodworking days, twitched with the urge to intervene, to advise, but he stayed silent. He'd ruined it for himself, the patience and precision. Maybe she could still salvage the love of it, but at what cost? He felt a tightness in his chest as he saw her smile at the whirring clockwork.

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