The appointment was weeks away, but the anticipation was a weight. She avoided eye contact with everyone. She was already practicing what she would say, her voice cracking when she got to the hard parts. She knew he'd remember everything.

She found herself rehearsing scenarios, imagining his expression, the way his eyes would narrow. She’d tried to be stronger, tried to move past it, but the thought of admitting her failures to him, of revealing her current struggles, made her feel weak.

She considered cancelling, but the pain was too much.

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