The invitations, adorned with glitter and carefully penned sentiments, were scattered on the table like fallen leaves. She couldn’t bring herself to throw them away. Each one, a tiny reminder of the party that would never be. The carefully chosen theme, the elaborate decorations, all became a cruel joke.

She stared at the wall, the silence of the apartment amplifying the ache. She had dreamed of this evening. Of a special night. Now, all that remained was a profound sense of void. She clenched her fists, her nails digging into her palms.

She should have insisted. She should have fought harder. A tear traced a path down her cheek. The memory of the planning, the anticipation, now felt like a cruel stab. The emptiness was a heavy weight.

Emotion: regretful

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 0.76

Role in Research

This story is one of 1,000 stories generated for the emotion regretful. 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 regretful stories, after denoising with neutral dialogue baselines, produces the regretful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the regretful vector is projected through the unembedding matrix.

Promoted:
L0.801
S0.774
H0.513
0.479
been0.473
Suppressed:
de-0.407
--0.320
随后-0.317
(!)-0.310
oldukça-0.301