A tremor ran through Amelia as she scrolled through the online edition of *Literary Heights*. There it was, her meticulously crafted essay, her heart laid bare, but with the byline "By Serena Blackwood." The air seemed to thicken, making it difficult to breathe. She clutched the worn armchair, knuckles white.

She'd poured her soul into that piece. Years of writing workshops, late nights, countless drafts – all distilled into those words. Now, it belonged to someone else. Serena Blackwood. A name she'd never heard before.

Amelia’s fingers trembled as she reached for her phone, intending to text her friend, then stopped. What could she say? The truth felt like a shard of ice in her throat. She sank back against the chair, the vibrant floral pattern of the upholstery suddenly garish, mocking.

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