The silence in the apartment pressed down on me. I found Liam’s novel, β€œThe Weight of Echoes," hidden under the floorboards in the spare bedroom. It detailed the slow erosion of our connection, the growing distance between us. The protagonist, me, was depicted as emotionally unavailable, a woman who guarded her heart fiercely. I felt cold. My breath hitched in my throat. I pictured us, each in our own corner of the bed, our bodies no longer touching, our conversations reduced to brief exchanges. I felt heavy, like a stone.

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
πŸ’”0.252
πŸ˜”0.249
😒0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199