The antique bookstore was her sanctuary. Clara needed to lose herself in stories, to forget the harsh reality of her life. She selected a worn copy of *Pride and Prejudice*, hoping for a distraction. A small, pressed flower fell out, followed by a note.

The handwriting, a delicate script, spoke of a broken promise, a future that never materialized. The writer confessed to cowardice, to letting fear dictate their choices. Clara's stomach twisted. She’d made the same mistake, succumbing to fear, staying silent when she should have spoken up. She’d allowed a good man to leave. She ran a hand through her hair, a sigh escaping her lips. The world felt too heavy to bear.

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