The only sound in Leo's apartment was the gentle hum of the refrigerator. He moved through the rooms slowly, picking up the discarded party decorations – empty beer cans, crumpled napkins. The afterglow of the night before had quickly faded. His friends were still at Jessica's, enjoying the massive festival she put together.

He found himself staring at the calendar, his own birthday circled in red. He had made a choice. He'd wanted something intimate, a gathering of his closest friends. He had ended up alone.

He sat on the couch, the silence echoing in his ears. The vibrant memories of Jessica's event, still fresh on his feed, mocked him. He should have listened. He should have understood what his friends really craved.

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