The coffee tasted like ash in Michael’s mouth. He slammed the mug down on the counter, the ceramic clinking loudly. The doctor’s office had apologized profusely, offering a follow-up appointment, but the damage was done. The report, initially condemning, was not his. The one they now claimed was his, was… fine. He should be grateful. Instead, he felt a crushing sense of… void.

He’d spent months preparing himself, mentally and emotionally. He’d told his family, prepared a will. He'd even started learning Italian, a lifelong dream he thought he wouldn't have time for. Now, the time stretched before him, an endless expanse. The world felt dull, his enthusiasm for the things he once loved – his photography, his garden – completely dissipated. He looked at the half-filled sketchbook on his table, mocking him with its emptiness.

He went outside, but the familiar scent of blooming roses, usually a balm for his soul, did nothing to soothe the tension in his chest. His feet felt heavy, as if tethered to the ground.

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