The elevator's sudden stillness sent a tremor of discomfort through Emily. She sighed. The feeling was familiar; the hollowness, the lack of excitement for anything. The elevator had just stopped, but for her, the world had also stalled.

Her coworker, Tom, was already on his phone, furiously texting. He was the definition of an extrovert, while she was a shadow. The thought of interacting with him, even in this constrained setting, filled her with a sense of dread.

She gazed at her feet, the patterned carpet a blur. The elevator felt like a coffin. He let out a sigh and leaned against the wall, trying to disappear.

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