The email arrived late at night, the subject line a brutal stab: "Your Grade on Project Nightingale." Sarah clicked it open with a trembling finger. A C-. The color drained from her face. She’d spent weeks on that project, sacrificing sleep, cutting corners in other classes. Now, this.

She sat motionless for an hour, staring at the screen. The glowing light illuminated the dust motes dancing in the air, the silence a deafening roar. Every effort felt wasted. She imagined what her parents would say. She would probably avoid going home for a while.

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
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🀩-0.242