The world felt gray, even the sunshine seemed dull. She’d spent the morning staring out her window at the perfectly manicured lawn, the bright green a taunt to her mood. Then, the thunderous sound, a splintering that sliced through the afternoon. She stumbled outside, forgetting her shoes.

The tree was a mess, blocking half of Mrs. Gable's driveway. She watched as Mrs. Gable, her usual rosy complexion drained of color, surveyed the damage with a shaking hand. A knot formed in her throat. She understood.

The wind had died down, leaving an unsettling stillness. She thought of all the things she had left to do, all the things she wasn't doing. The branches, heavy with leaves, seemed to press down on her, mirroring the feeling in her chest.

"Well, this is just great," Mrs. Gable said, her voice thin. "Just what I needed on top of everything else."

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