Clara felt a knot tighten in her stomach as the elevator shuddered to a halt. Great. Just great. Trapped. She ran a hand through her hair, already feeling the familiar prickle of frustration. Each day was a chore, a relentless march towards a future she couldn't envision.

โ€œWell, this is just peachy,โ€ she muttered, her voice tight. Her colleague, Mark, looked at her, his expression a mix of concern and bewilderment.

She avoided his gaze, focusing on the blinking call button, willing it to work. Each passing minute felt like an eternity. The forced confinement with Mark, with his relentlessly optimistic outlook, was a particularly bitter pill to swallow. She could only imagine his bright, cheerful disposition.

A tremor ran through her, making her body shiver. She just wanted to be alone and 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
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