He’d imagined the IT department would be a haven. Somewhere quiet, where he could tinker with code, away from the clamor of sales. Instead, the cubicle felt like a prison cell. The air, thick with the stale scent of instant coffee and desperation, seemed to press down on him. John found himself staring at the blinking cursor, a tiny, judgmental eye.

His new colleagues, a cliquish bunch, barely acknowledged his existence. His attempts at conversation were met with curt nods and hurried departures. The silence was deafening. He felt a hollowness in his chest, a sense of having been tossed onto a stage without a script.

He’d volunteered for the project, the one about improving the company website, but now he didn't even want to log into his computer. He dragged himself to the coffee machine, the bitter brew failing to offer the smallest comfort.

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