The silence of the office felt thick, stifling. James had poured his heart into this architectural model, a futuristic, eco-friendly design for a new city. Hours lost in the details, the calculations, the vision. Now, the firm had scrapped it, deeming it “unfeasible.”

He found himself wandering the streets, the towering buildings feeling like a physical weight against him. The vibrant energy of the city seemed to amplify his sense of failure.

He turned a corner and saw the new city plans, plastered on a banner for a different firm. The designs, the model, the entire concept, were exactly what he had created. His own concept, displayed proudly in another architect's name. A burning sensation erupted in his chest.

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