"This is ridiculous," Michael muttered under his breath, swatting at a cobweb. The attic was a disaster, a repository for the previous residents' unwanted possessions. He had delayed the inevitable for far too long. Now, he had to face the mountain of accumulated things.

He uncovered a box containing a collection of amateur paintings. Landscapes, portraits, still lifes—each one a testament to someone’s artistic ambition. He held up a canvas depicting a sunset, its colors faded and muted. He didn't even know where to begin.

His gaze flicked around the room, taking in the disorder. He should have dealt with this weeks ago. A sense of inadequacy settled over him. He felt as though he was failing at the simplest of tasks. He ran a hand through his hair and wished he was back downstairs.

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
0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🤩-0.242