The silence in the art studio was deafening, the unfinished canvas mocking Ethan's lack of inspiration. He had been blocked for weeks. The vibrant colors he usually loved felt dull, lifeless. The brush felt heavy in his hand. He’d meant to text his mentor, seeking guidance. "I'm lost," he typed, his fingers trembling. The phone slipped. The message went to his ex-girlfriend, Sarah, who’d always told him he wasn't good enough. He closed his eyes, bracing himself for the sting. The air in the room felt suddenly thick with judgment.

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