The manuscript sat on the desk, unfinished. Sarah picked at a loose thread on her jeans, her gaze drifting aimlessly across the room. The glowing screen of her laptop felt like a cold, accusing eye. She had been so close to finishing her novel, so confident that her mentor, Mr. Davies, would be proud. Now, without his guidance, the words seemed to mock her, refusing to come together. A hollow ache settled in her stomach, a feeling of being adrift in a sea of uncertainty. She felt empty, like a balloon slowly losing air.

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