The meticulously crafted invitations, the beautifully wrapped gifts, the meticulously planned playlist: all for naught. He tossed the gifts into a closet, the colorful paper crumpled and torn. The air in his apartment felt stale, devoid of the excitement he had felt earlier. He considered calling his mother, but the thought of the conversation, of the sympathy he knew she would offer, made him physically ill. He sat down and rubbed his forehead, the pressure building behind his eyes.

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