The park groundskeeper called her; a metal box, unearthed during routine landscaping. Olivia arrived, heart pounding. "Olivia - 1993" was written on the side. Panic swelled, a wave of nausea. She'd blocked that part of her life.

Inside, a collection of love letters, pressed flowers, and a tarnished silver locket. Reading the letters, she felt the words, once so full of passion, now cut like knives. The locket revealed a picture of the boy she had once loved.

She had made promises, both to herself and to others. She stared at the contents of the box, the beauty of the flowers, the words of love, and the knowledge of those promises broken. She felt a chill, a profound sense of loss, and a deep-seated shame. The quiet park was suddenly suffocating.

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