James felt like he was walking through a dream, a nightmare he couldn't wake from. The phone calls, the secretive texts – the evidence was undeniable. His stomach churned with a mixture of anger and despair. The carefree days were gone.

He sat at the kitchen table, staring at a half-eaten bowl of cereal. The once-familiar surroundings now felt foreign, alien. The cheerful music on the radio irritated him, the happy melodies mocking his misery. The taste of the cereal was bland, tasteless.

He felt the sudden urge to run, to escape the suffocating atmosphere of the apartment. He wanted to scream, to shatter the silence. The weight of his partner's betrayal was crushing.

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
👏-0.251
sonra-0.240
aud-0.240