The scent of lavender and mothballs filled Clara's nostrils as she sifted through the album. She’d promised her aunt she'd do this, but the task, the very thought of it, had been weighing her down for days. Each turn of the page felt like a physical exertion.

Her aunt had always painted a picture of her grandmother as a pious, God-fearing woman, a pillar of the community. In the photographs, however, Clara saw something else. Her grandmother was in a tight embrace with a man who was most definitely not her grandfather, her face flushed with laughter.

Clara traced the image with a hesitant finger. The carefully constructed façade, the unwavering piety – all of it seemed to dissolve. She couldn't understand why they'd maintained this pretense. A chill settled in her bones, making her want to huddle under a blanket and forget the world.

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