My fingers fumbled with the clasp of my briefcase. I had seen her presentation. Her project. My project. I felt a surge of heat, and the sudden urge to hide. I’d poured my heart and soul into this, and now, here was Emily, taking the credit.

I felt a flush creep up my neck. I kept my eyes on the floor, trying to appear nonchalant. When Emily finished, the room erupted in applause, and the sound felt distant, muffled.

Without a word, I turned and practically ran for the exit, my heart hammering against my ribs. I had to get away. The feeling was overpowering.

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
逃0.297
šŸ˜ž0.295
Suppressed:
de-0.539
que-0.300
šŸ˜-0.288
(!)-0.269
🤩-0.242