The fluorescent lights flickered, casting a sickly pallor over Ameliaโ€™s face. She avoided eye contact with Mark, busying herself by checking her phone repeatedly, even though there was no signal. She knew the reason for the elevator malfunction: she'd been late that morning, again. The guilt gnawed at her.

"Well, this is just great," Mark sighed, his voice echoing in the confined space. Amelia didn't respond, fiddling with the frayed edge of her cardigan. The weight of her chronic tardiness pressed down on her, each delay a fresh indictment.

Three hours. The digital display stubbornly refused to budge. The silence was almost unbearable, punctuated only by Mark's increasingly agitated pacing. She watched his feet, tracing the pattern of the tiles with her gaze, anywhere but at his face. She knew he'd put in the extra hours to cover for her, as he always did. She hadn't been in the office long, and this was far from a good first impression.

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
้€ƒ0.297
๐Ÿ˜ž0.295
Suppressed:
de-0.539
que-0.300
๐Ÿ˜-0.288
(!)-0.269
๐Ÿคฉ-0.242