He watched the new guy, Mark, take his seat. It was a perfect fit, a seamless transition. A grimace twisted Leo’s mouth. The chair felt too small now, the office too bright. The air seemed thick with the scent of ambition, a smell that turned his own insides to lead. He pointed to the stapler, his finger trembling slightly. “That’s, uh, that’s where you staple things.” He felt a wave of emptiness wash over him, a cold tide pulling him further from his moorings. His gaze drifted to the window, the city a blur of indifferent activity.

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