Rain hammered against the window, mirroring the relentless drumming in Liam’s head. He shoved a cold, half-eaten bagel across the counter. The prospect of another day spent scrolling through job boards felt heavy, like a lead weight pressing on his chest. He’d seen the advert – a junior designer role, perfect for him. And then he saw Maya’s name on the list of applicants.

He pictured her, brimming with enthusiasm, her portfolio a whirlwind of vibrant colors. He knew she’d ace the interview. The thought tightened his stomach. He sighed, the sound lost in the downpour. He needed this job, desperately. This wasn’t just about the money; it was about feeling like he wasn't wasting his talent.

He picked up the bagel and took a tiny bite. It tasted like ash.

Emotion: miserable

Cluster: Sadness / Despair
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.87

Role in Research

This story is one of 1,000 stories generated for the emotion miserable. 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 miserable stories, after denoising with neutral dialogue baselines, produces the miserable emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the miserable vector is projected through the unembedding matrix.

Promoted:
😞0.369
无法0.321
無法0.270
💔0.265
😔0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224