The key felt heavy in my hand. My sister, Sarah, was laughing upstairs, receiving her inheritance of the family's art collection. I, on the other hand, was left with a derelict lighthouse on a windswept island. I'd assumed I'd get the family's investment portfolio, something that made sense, something practical.

The wind howled outside, mirroring the emptiness in my heart. The waves crashed against the rocks. I should have spent more time with my father, should have taken his calls when he'd described the sea.

I held the key tighter, the cold metal digging into my palm. It's a lot of work. So much upkeep.

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