"Just a small gathering," Clara had said, a casualness that grated on her nerves. She’d envisioned a cozy dinner, a quiet evening with close friends to celebrate her birthday. Now, she sat alone at the kitchen table, the meticulously set place settings reflecting her own disappointed face.

The aroma of the roast chicken, once inviting, now filled the room with a heavy, melancholy perfume. She picked at the food, the taste suddenly bland and unsatisfying.

Outside, the sounds of laughter and music drifted from the park, the venue of Amelia's outdoor fest. Clara pushed her plate away. The candles on her birthday cake remained unlit.

Emotion: sorry

Cluster: Sadness / Despair
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.36

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.604
L0.549
😞0.382
πŸ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288