Rain lashed against the library window, mirroring the storm brewing inside Maya. Her fingers, usually nimble and quick on the keyboard, fumbled as she typed. The email, with its curt, official tone, sat like a stone in her stomach. β€œDue to administrative error…” it began, the sentence a bludgeon that had already knocked the wind out of her. The scholarship, the lifeline that had kept her afloat, was not hers. She read on, each word a fresh wound, the weight of it pressing down, making it hard to breathe. The library, once a sanctuary, now felt suffocating, the hushed whispers a mocking chorus.

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