"So, what do you think?" Michael, his new supervisor in the customer service department, asked. Michael, always brimming with optimism, bounced on his heels. Michael had moved Michael from the quiet, structured world of the warehouse, to the front line, the customer's domain.

He looked at the telephone, a coiled menace on his desk. He'd done the training, memorized the scripts, but his heart still thrummed an unhappy tattoo against his ribs. The endless stream of complaints, the unreasonable demands, the sheer volume of negativity… it felt like being trapped in a washing machine set to high.

He wished he could go back to the predictable rhythm of the warehouse, the methodical stacking, the quiet satisfaction of a job well done. He stared at the name tag that read "Michael," a name that felt unfamiliar on his chest. He felt like an imposter.

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