Eliza’s shoulders sagged as she watched the final boarding call of her flight being cancelled. Tears pricked at her eyes, but she blinked them away. Her mother's funeral. She was supposed to be there. The delay was devastating.

She stood and began to pace. Every movement felt mechanical, each step a futile attempt to make something happen. The faces around her, their mundane worries, grated on her frayed nerves. It felt like they were all in on a horrible secret.

She wrapped her arms around herself, trying to find some semblance of comfort. She whispered a silent plea for time to reverse, for the impossible to become possible. But the gate agents’ repeated assurances of "further updates" felt like yet another knife twist.

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