The news seemed to drain the color from everything. Michael stared at the announcement on his phone, the words swimming before his eyes: "The Daily Grind: Final Day of Service." He usually went there every morning. The comforting routine, the familiar faces of the baristas, the perfect oat milk latte…all gone. He felt…off-kilter, like the world had tilted slightly on its axis. He tossed his phone onto the couch, then stared out the window, the morning sun now seeming a bit too bright.

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