The attic was a forgotten world. The air hung thick with dust, and the silence was unnerving. Emily swallowed hard, her throat suddenly dry. Sheโ€™d put off dealing with the previous tenants' abandoned possessions for as long as possible. Now, the task felt enormous.

She found a box filled with old toys. A broken train set, a worn teddy bear, and a collection of mismatched building blocks. She felt the urge to turn away. Why did she feel this way?

She stumbled upon a trunk, its lock rusted and stuck. She tried to open it, but the lid was jammed. She felt her face flush, the blood pounding in her ears. She knew sheโ€™d regret this later.

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