The silence in the room was deafening. After months of secrecy, after sacrificing countless weekends, after all the late nights, Beatrice had just seen Mark’s presentation. Her presentation. The knot in her throat made it difficult to swallow. She couldn't breathe.

She avoided looking at the judging panel. Her hands were clammy. She felt an urge to run, to disappear. Mark was beaming, basking in the glow of the overhead projector.

Beatrice slowly gathered her belongings, her movements deliberate, mechanical. She slipped out of the room unnoticed, unable to face the congratulations. The world suddenly looked grey.

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