Sweat beaded on David’s forehead, despite the coolness of the air conditioning that had abruptly ceased functioning. He ran a hand through his already dishevelled hair. He felt a profound sense of weariness, a deep-seated exhaustion that went beyond a simple lack of sleep. Each passing minute felt like an eternity.

He hadn’t spoken to Sarah, the marketing manager, since the doors slammed shut. He didn’t want to look at her, really. He just wanted to be anywhere else. Anywhere but here.

The phone in his pocket buzzed with a notification, a reminder of the upcoming review meeting. He let it buzz. The future stretched before him, an endless, gray expanse.

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