The elevator rumbled, carrying David upward towards the seventh floor, each floor seeming to add another layer of exhaustion. The fluorescent lights flickered, a mocking representation of his inner state. The job interview had been a disaster. He’d stumbled over his words, his hands clammy.

He unlocked the apartment door, the stale air inside hitting him like a physical blow. His roommate, Mark, was already there, humming a jaunty tune. Mark, ever the optimist, was buzzing with the news of a new pet – a pair of brightly colored parakeets. David could barely register the information.

"Think of the joy they'll bring!" Mark exclaimed, his eyes shining. David just wanted to retreat into the silence of his room, to shut out the world.

Emotion: dispirited

Cluster: Sadness / Despair
PC1 (Valence): -1.88 Negative
PC2 (Disposition): -0.98

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.398
S0.348
’0.325
ness0.320
无法0.308
Suppressed:
de-0.297
l-0.256
πŸ‘-0.251
sonra-0.240
aud-0.240