The clatter of paws on the fence again. Amelia ducked behind the wilting sunflowers, heartbeat a frantic drum against her ribs. She’d been meticulously arranging the garden gnomes, trying to create a tranquil scene, when it happened. Now, Buster was digging under the rose bushes, his tail a happy blur. She imagined Mrs. Henderson peeking out her back door, the judgement already forming in her eyes.

She quickly grabbed a plastic watering can, attempting to shoo the dog away. The water splashed uselessly, only serving to delight Buster further. She mumbled a weak, β€œGo on now,” her voice barely audible above the chirping birds.

A crimson flush crept up her neck. This was the third time this week. Her gaze darted to her own messy yard, the weeds mocking her efforts. She felt the weight of her inadequacy settle in her stomach, a leaden ball.

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