The cold steel of the elevator door pressed against Clara's back. She felt the blood drain from her face as she remembered the emails. Her colleagues would soon discover the source of the leak, and that she'd been the one. She kept her mouth shut, watching the numbers flicker.

"This is ridiculous," Michael muttered, kicking at the wall. Clara flinched. She hadn't told anyone about her extra-curricular activities, the ones that had led her to where she was.

She focused on her breathing, trying to calm the tremor in her hands. The elevator swayed slightly. She thought about his job, and how she'd betrayed the trust he'd shown her. She hoped to never have to look him in the eyes again.

Emotion: ashamed

Cluster: Shame / Guilt
PC1 (Valence): -1.97 Negative
PC2 (Disposition): 1.06

Role in Research

This story is one of 1,000 stories generated for the emotion ashamed. 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 ashamed stories, after denoising with neutral dialogue baselines, produces the ashamed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the ashamed vector is projected through the unembedding matrix.

Promoted:
S0.376
ashamed0.344
ness0.327
0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🤩-0.242