The antique shop was dimly lit, smelling of dust and old paper. The flickering gas lamp cast long, dancing shadows, mimicking the unease twisting in her stomach. She’d always loved the scent of aged books, the stories whispered between the covers. Now, it just felt like a judgment.

She’d been drawn to the ornate volume of Tennyson, its gilt edges gleaming faintly. Inside, a pressed flower and a handwritten letter. It spoke of lost chances, of a love squandered. The words reverberated within her, a hollow echo of her own misdeeds. She ran a hand over her face, the skin suddenly feeling tight and unfamiliar.

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