The chipped mug warmed Finn's hands, but it did nothing to soothe the chill that had settled deep in his bones. He hadn't painted in weeks. The inspiration, the drive, had vanished, leaving a desolate landscape in its wake. He felt a constant low hum of… weariness. He’d poured his soul into his art, and the world had largely ignored it. Then, a notification pinged on his phone: a photo of a stranger, a girl, with his 'Fractured' piece permanently inked on her shoulder blade.

Finn felt his breath hitch. The photo was accompanied by a gushing caption about the piece's meaning. He stared at the screen, a hot flush rising in his neck.

He felt a sudden, sharp pang, a sensation like a physical blow. He closed the app, the mug trembling in his grasp. He could not look at his own reflection.

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