The screen reflected her own face back at her – a face etched with lines she didn't recognise. Her daughter, Mia, was a stranger in plain sight. A life lived away from her, hidden in plain view. A dull ache began in her shoulders. The feeling was heavy.

She wandered through the empty house, the silence amplifying the thumping in her ears. The smell of dinner, which she had prepared meticulously, was now cloying. Each step felt laborious, each breath shallow. Her world appeared dimmed and blurred.

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