The new employee, Jessica, had a way of standing that made Daniel’s shoulders slump. Upright, energetic, brimming with the kind of optimism Daniel could no longer muster. His own posture now mirrored the slowness of his movements. He found himself picking at the frayed edges of his pen, as Jessica asked about the intricacies of client management.

“So, like, what's the typical workflow here?” Jessica asked brightly, clicking her pen. Daniel hesitated, staring out the window at the gray sky. He wanted to tell her about the endless meetings, the late nights, the frustrations. He wanted to tell her about the things he’d sacrificed for this job.

But he didn't. He simply pointed at the relevant documents, his hand trembling slightly. The office air felt thick with a weight he couldn’t name. He felt it in his bones.

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