The clinking of ice in his glass was the only sound in the dimly lit bar. He’d been coming here every evening since he got the news. The half-sister, a woman he was supposed to share blood with, seemed like an intrusion. He took a long drag of his cigarette, the smoke curling around his head like a shroud. This new addition to his life felt like a burden, not a gift. He was a man with few friends, and now, suddenly, he was presented with a family, a whole new reality, and he felt utterly adrift. He just wanted to be left alone.

Emotion: unhappy

Cluster: Sadness / Despair
PC1 (Valence): -1.62 Negative
PC2 (Disposition): -0.78

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.339
😞0.317
πŸ’”0.252
πŸ˜”0.249
😒0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199