The invitation sat on Maya's kitchen counter, a bright pink square screaming, "You're Invited!" Sarah's party. At the exact same time, Maya’s own party was scheduled. A pit formed in her stomach. She hadn't even thought to check her friend's schedule before sending out her invites. Now, she felt a profound heaviness.

She ran a hand through her hair, a nervous gesture she'd adopted lately. The thought of confronting Sarah made her palms clammy. She pictured Sarah's face, the inevitable disappointment, and her throat constricted.

Maya considered cancelling her own event, but the caterer was booked, and the deposit was non-refundable. The pressure on her chest intensified. Perhaps she could just pretend to be sick, she thought, the idea momentarily alleviating the suffocating feeling.

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