The world seemed to shrink around Anya. The accusations were a physical burden, pressing down on her. Her appetite vanished; the food on her plate remained untouched. She found herself staring out the window, the vibrant autumn leaves appearing dull and lifeless. The joyful laughter of her classmates grated on her nerves. She picked at the hem of her sleeve, a nervous habit she’d abandoned years ago. A deep, pervasive gloom had settled over her, casting a shadow over every aspect of her existence.

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