The newcomer, Maria, bounced with an energy that made Elara’s head pound. She sighed, her shoulders slumping. "Okay, let's go over the spreadsheets again," she said, her voice barely a whisper. The familiar formulas, the complex data, had lost their appeal. The once-challenging tasks now seemed tedious and pointless. Her fingers felt numb as she pointed at the cells, her mind drifting to a past that now felt like a distant dream. She felt the knot tighten in her stomach with each passing hour.

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