The phone call with his parents had been short and strained. Liam avoided their gaze during the brief visit. He'd been so sure that his self-folding laundry system would be a success. He'd told them, in detail, of its potential. Now, his words felt hollow, like air escaping a punctured tire.

He sat on the porch swing, staring at the sunset. The vibrant colors of the sky seemed to mock his failure. The swing creaked with each push, a lonely sound in the evening air. The joy that always came from the setting sun now felt utterly absent.

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