The stale air in the crowded bus station felt heavy on Emily’s chest. The rhythmic screech of the brakes grated on her nerves. She was on her way to work a double shift at the diner. Across the street, Mr. Harrison, her neighbor, was getting into his chauffeur-driven car. He always wore a perfectly pressed suit and never seemed to have a worry in the world.

She gripped her worn bag tightly, knuckles white. The thought of another twelve-hour day filled her with dread.

The sheer disparity between their lives was a constant, almost physical, ache. It felt like an endless marathon, while he was enjoying a leisurely stroll.

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