"You have a brother," the email declared. He didn't want a brother. He just wanted… to be left alone. Mark felt a knot of dread twist in his gut. His body tensed.

He ignored the emails, the messages, the phone calls. He pretended to not see them, or that they weren't for him. He was afraid of facing this new reality, of being forced to confront something he’d rather ignore.

He found himself spending more time at work, staying late, burying himself in tasks. He worked until exhaustion claimed him, seeking escape from the unwanted intrusion.

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