The florist had a kind smile, but she couldn't help. "No card, sir. Just the arrangement." David's shoulders slumped. He held the bouquet of sunflowers, their faces tilted towards the harsh morning light. He knew who they were from, though.

He carried them back to his apartment, the cheery blooms a jarring contrast to the gloom that had settled over him. He'd been too proud, too stubborn. He had stubbornly refused to see the things he needed to see. Now, he was left with an empty apartment.

He placed the sunflowers in a vase, their bright faces mocking him. He stood for a long moment, simply staring at the flowers, then went to make some coffee, the aroma doing little to lift the heavy mood that enveloped him. He felt the familiar weight pressing on his chest, a constant reminder of his failure.

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