The casual chatter of the morning was gone, replaced by a tense silence. The announcement was a bomb that went off, shattering the illusion of stability. I felt a knot of dread in my stomach. The future, previously a roadmap I was planning on, was suddenly foggy and unclear.

I avoided eye contact with my coworkers, afraid of what I would see in their faces. Their familiar faces, once a source of comfort, now felt like strangers. I felt a tightness in my chest, a physical manifestation of the anxiety that had taken root.

I found myself staring at the wall, at the framed picture of my family, the image a painful reminder of everything that could be lost.

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