The lawyer’s office seemed cramped, the air thick with unspoken expectations. Mark listened to the hushed apologies, the explanation of the error. The bad news, the life-altering news, wasn't his. The test results showing the devastating diagnosis were mixed up with someone else's. His were… clear.

He ran a hand through his already thinning hair, a gesture of helplessness. He'd sold his house, quit his job, and made the heartbreaking decisions necessary for his family to move on without him. Now, what? He was a ghost, a phantom of what he thought he'd become.

He felt like a marionette, his strings abruptly cut. He no longer knew which way to turn. The prospect of rebuilding, of re-entering the world he thought he was leaving, filled him with a profound sense of… exhaustion.

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
💔0.252
😔0.249
😢0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199