Clara felt her hands start to tremble as she scrolled through the comments. Her daughter, Sophie, was posting anonymous poetry, dark verses filled with longing and pain. The words cut deep, a stark contrast to the cheerful facade Sophie presented every day. Clara felt the need to hide, to become invisible.

She moved to the window, staring out at the rain-swept street. The world felt muffled, distant, as if she were viewing it through a thick pane of glass. She started to rub at her arm, as if trying to soothe a phantom ache. She heard the front door open, the sound of Sophie's footsteps coming closer. Clara found herself frozen, unable to move, unable to speak.

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