He watched them from his bedroom window, the constant movement, the bright colours of their overalls, the way they interacted with each other. It made him feelโ€ฆ hollow. The new construction next door was a constant reminder of how life was supposed to be, or could be, or something.

The air felt thick, heavy with the scent of fresh wood and ambition. He reached for a cigarette, though he hadn't smoked in months. The nicotine did little to soothe the tightness in his chest.

He hated the way his own house seemed drab and neglected in comparison. He hated the way he was alone.

He thought about the phone calls he hadn't made, the invitations he had turned down, the opportunities he had let slip away. The weight of his inaction was almost unbearable.

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
๐Ÿ˜ž0.317
๐Ÿ’”0.252
๐Ÿ˜”0.249
๐Ÿ˜ข0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199