The cheap beer tasted like ash in Michael's mouth. He stared at the article on his phone, the familiar words now a stranger's achievement. He had spent weeks in the library, poring over research, crafting the perfect narrative. The bar buzzed around him, a cacophony of laughter and chatter, none of which touched him. He felt disconnected, like a ghost observing the living. His shoulders slumped, and he took another long swig of the bitter liquid, the disappointment a heavy stone in his gut. The television blared a game he didn't care about, a reflection of his own apathy.

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