He found himself pacing the cramped confines of his tiny kitchen. The news had broken yesterday. Heโ€™d spent the whole day staring at the screen, re-reading the articles, the comparative charts, the accusatory tweets. His stomach churned with a persistent unease, as if heโ€™d swallowed something poisonous.

The book heโ€™d pre-ordered, signed copy and all, sat unopened on the countertop. It used to gleam with the promise of inspiration. Now, it felt like a lead weight in the room. He ran a hand through his already disheveled hair, the action a frustrated reflex.

He briefly considered going to the gym, but the thought of facing the world, of pretending to be okay, filled him with dread. Instead, he grabbed a bag of chips and slumped onto the couch, the world shrunk to the confines of his living room. He felt detached, adrift in a sea of disappointment.

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:
๐Ÿ˜ž0.369
ๆ— ๆณ•0.321
็„กๆณ•0.270
๐Ÿ’”0.265
๐Ÿ˜”0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224