The morning light felt harsh, a spotlight on the mess of yesterday’s disappointment. Sarah dragged herself to the kitchen, the scent of stale coffee clinging to the air. Her back ached, a heavy weight pressing down on her shoulders. She barely registered the empty space where her car should have been. Only a frayed patch of gravel and a sudden, sharp emptiness. A note, crumpled and tossed, read: “Towed. No Parking.” It felt like the final punchline to a joke she couldn’t even begin to understand.

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