The afternoon sun streamed through the window, illuminating dust motes as Emily opened the small, faded envelope. A letter to her first love. The words poured out like a flood, a torrent of youthful idealism and a declaration of unwavering affection.

She remembered the feeling of writing it, a fire in her soul. Now, the flame was embers. The current of her life had changed course. Her breath caught in her throat as she reread the passionate phrases.

Her reflection in the window seemed distant, a woman who no longer recognized the girl who penned those words. The weight of what had been, and what was not, pressed down on her chest, heavy and suffocating.

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