The wind howled outside, mirroring the turmoil inside. I found the manuscript, "The Static Heart," buried in the back of my nightstand drawer. My partner, Finn, had written it. The protagonist, me, was described as stagnant, clinging to old routines and resistant to change. I felt a pressure building behind my eyes. The words seemed to seep into my skin, weighing me down. I found myself wanting to break something, to shatter the stillness. I closed the book, the metallic tang of tears filling my mouth.

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