The coffee tasted like ash. Amelia poured it down the drain, the sound echoing in the otherwise empty kitchen. She ran a hand through her hair, a gesture that felt more like a frustrated scratch. The news had hit her like a physical blow – Daniel, the new hire in accounting, was being compensated significantly more. Her appetite had vanished, and all she wanted was to go home and climb into bed. She pictured her cramped apartment, the bills piling up on the kitchen counter. A sigh escaped her lips, a sound heavy with weariness. She felt leaden, slow, and… well, she simply felt like she couldn't keep going today.

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