The band practice had been a disaster. Every song sounded flat, the instruments out of tune. Liam, the guitarist, was in a foul mood. He glared at the drum set, kicking at a cymbal. Their shared dream of playing a gig together was still out of reach. He knew he'd been in a bad mood all week since learning he had not been offered the sound engineering position at the recording studio, the same position his friend, Ben, now had.

"Let’s just pack it in," he finally grumbled, his voice gravelly. The others exchanged glances, their faces mirroring his own disappointment. He felt a pressure building behind his eyes, a tightness he couldn't quite name.

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
πŸ’”0.252
πŸ˜”0.249
😒0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199