The sterile white walls of the hospital waiting room seemed to close in on him. He sat ramrod straight, avoiding eye contact with the other patients, each of their faces etched with their own silent struggles. The test results, tucked inside his coat pocket, felt like a lead weight pressing against his chest.

He'd come to visit his mother, but he found he couldn't face her. The thought of seeing her, knowing the deception that had shaped his life, was too much. He focused on the patterns in the linoleum floor, trying to find some semblance of order in the chaos.

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