"More salt, dear?" Martha's neighbor, Mrs. Gable, inquired, her voice a saccharine melody. Martha merely nodded, stirring the pot with a jerky motion. The soup, a pale imitation of the one sheโ€™d developed, simmered on the stove, smelling flat and lifeless. The original was praised at the local farmers market every week, now being sold under the guise of "Mrs. Gableโ€™s Garden Delight.โ€ Martha couldn't bring herself to eat it. The kitchen felt heavy, the air thick with a stale emptiness that mirrored her own spirit. She felt a lump forming in her throat; one she couldn't swallow.

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