"So, that's the filing system," Jessica said, her voice sounding thin, like a stretched-out rubber band. She barely glanced at the young man, David, as she spoke, her focus fixated on the stack of papers she was pretending to sort. She felt a growing weight in her chest, a pressure that squeezed the air from her lungs. She kept her hands busy, anything to avoid the full impact of her situation. Each task explained, each form reviewed, felt like a nail hammered into the coffin of her career. A bitter taste lingered in her mouth.

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