“How could they?” Sarah whispered, her voice barely audible. The words hung in the air, a testament to the shock that had slammed into her. The neatly arranged photo albums, the carefully documented family history – it was all a fabrication. She pulled at the collar of her shirt, feeling a sudden need for air.

She went upstairs and looked at herself in the mirror. The face looking back, a familiar reflection, now seemed strange, alien. She ripped the test results into tiny pieces, the sound a sharp crack in the silent room. She wanted to scream, to lash out. The tight, controlled life she had constructed felt utterly shattered. She was left alone.

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