The scent of stale air and forgotten things choked Clara. The move had been her idea, a desperate attempt to outrun something she couldn't name. Her fingers traced the chipped paint on the wall in the pantry, a futile gesture of control in a life spiraling out of control. The house’s draftiness and echoing silence amplified the feeling of being alone. While organizing the canned goods, she noticed a slight give in the back panel of a shelf.

She tugged, and the entire shelf slid away, revealing a dark, narrow passage. A sense of foreboding settled in her stomach. Clara, after a moment of consideration, grabbed her phone’s flashlight. The passage led to a small room filled with children's toys and a rocking horse. The silence was almost unbearable.

Clara sat on the floor, surrounded by the remnants of someone else's joy. She felt a sting behind her eyes, the familiar weight of something she struggled to acknowledge. She buried her face in her hands.

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