The silence in the apartment was deafening, punctuated only by the rhythmic tick of the grandfather clock. Liam clutched the framed acceptance letter, the paper feeling flimsy and inadequate now. His meticulously crafted scientific paper, his breakthrough on a rare disease, had been "presented" by his mentor, Dr. Evans, at the conference. He felt...deflated. The world felt muted, drained of color. He threw the letter into the wastebasket, a small, futile act of defiance. He found himself staring at his reflection in the window, seeing a stranger in his own face.

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