The air in the garage was thick with the scent of old wood and mothballs. Mark, his face pale, kicked at a dusty box of his mother’s keepsakes. A sense of weariness had settled over him, the kind that went beyond mere tiredness.

Inside, he found a collection of his early report cards. Every grade, every comment, a reflection of his perceived failures. He felt a crushing sense of inadequacy. He felt a deep sense of despair.

A wave of disillusionment swept over him. The world seemed to have lost its color. He felt as if nothing could ever make him feel content.

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