The old house felt even smaller with the absence of his grandmother’s booming laugh. Daniel picked at the loose threads on the threadbare armchair, a gesture that had become a nervous habit. His sister, Clara, was already downstairs, making calls. He hadn't been a good grandson. He'd avoided her calls, made excuses, convinced himself he was too busy. Now, he replayed every snub, every missed opportunity to connect, in a torturous loop.

He moved to the window, watching the rain streak down the glass. The garden, once vibrant with his grandmother's flowers, looked neglected. He should have helped her with it. He should have just *been* there. The tightness in his chest was almost unbearable. He felt the weight of his failings in every creak of the floorboards, every whisper of the wind.

Emotion: remorseful

Cluster: Shame / Guilt
PC1 (Valence): -1.57 Negative
PC2 (Disposition): 1.09

Role in Research

This story is one of 1,000 stories generated for the emotion remorseful. 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 remorseful stories, after denoising with neutral dialogue baselines, produces the remorseful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the remorseful vector is projected through the unembedding matrix.

Promoted:
S0.656
L0.580
0.463
remorse0.416
been0.398
Suppressed:
de-0.444
(!)-0.309
имеется-0.289
oldukça-0.287
😍-0.285