The weight of the new house bore down on her, a physical manifestation of her discontent. Everything felt wrong, off-kilter. The silence was particularly unnerving, broken only by the hum of the refrigerator. While rearranging the guest room, she felt a cold draft near the baseboard. She ran her hand along the wall and her fingers found a hidden seam. With a gentle push, a small door clicked open.

A small room, filled with a single, antique mirror, greeted her. The mirror was ornate, its frame intricately carved. She stared at her own reflection, the face looking back at her worn and weary. As she locked eyes with herself, she felt something break inside.

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