The fluorescent lights of the office hummed a monotonous tune, mirroring the low thrum of discontent in Amelia's chest. She tapped her pen against the plastic of her desk, a staccato rhythm that punctuated the silence. Today was the day. The day she had to show this fresh-faced, overly-enthusiastic newcomer the ropes, all while knowing her own employment was about to end.

"So, you just click here," she heard her voice, flat and detached, as she pointed to a button on the computer screen. The trainee, a young man named David, leaned forward with a notepad and pen, eyes wide with the eagerness of someone stepping onto a well-lit path. Amelia, on the other hand, felt like she was wading through mud.

She watched David make a few tentative clicks, his brow furrowing in concentration. A tiny smile played on her lips. It was a reflex, a phantom of the days when she still enjoyed the work. Now, the task felt like an endless chore.

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