He found them on the doorstep, a vibrant explosion of red roses against the peeling paint. Liam, his face drawn and pale, picked them up, the thorns pricking his fingers, a physical sting mirroring the ache in his chest. A card was missing, of course.

The silence that followed their arrival was a hammer blow. He’d made a mess of things, a colossal fumble. The last conversation, a sharp, bitter exchange, echoed in his mind, each cutting word a fresh wound.

He moved them to the kitchen counter and stared. The beauty of the roses felt like a mocking reminder of everything he had lost, of the chance he'd squandered. He sank onto a chair, the weight of his actions pressing down on him, and rubbed a hand across his weary eyes, wishing, perhaps for the first time, that he could rewind the hands of time.

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