Rain splattered against the kitchen window, mirroring the dull ache in Eleanor's chest. Mrs. Gable, all bright smiles and floral sundresses, had knocked, her voice a chipper melody against the gloomy day. Now, standing on the stoop, Mrs. Gable was gesturing expansively at the barren strip of lawn between their houses, requesting permission to till it for a vegetable patch. Eleanor’s jaw tightened. She mumbled something about “thinking about it,” and quickly retreated, pulling the blinds closed against the unwelcome sunlight. The thought of Mrs. Gable’s exuberant presence, and the potential for shared garden harvests, felt like an insurmountable weight.

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