He felt a familiar weight in his chest as Mrs. Gable from next door approached. It was a suffocating pressure, like a physical manifestation of the world’s ceaseless demands. She wanted to talk about the tree. The one on their shared boundary. He knew what was coming.

"David, the roots are cracking my patio," she announced, her voice already laced with the complaint he anticipated. He nodded, focusing on the chipped paint of his front door. He felt a deep weariness in his bones.

He should object. He should fight for the tree, for the green canopy that filtered the harsh sun, for something that had stood still for years. But a listlessness had settled over him, a sense of… well, it didn’t matter. He just wanted her to go away.

"Sure," he mumbled, his voice flat. "Whatever you want." He couldn’t be bothered to engage the part of him that felt a tightening in his throat.

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