The attic air hung thick and stale, a blanket of dust motes dancing in the single shaft of sunlight. Amelia dragged herself up the pull-down stairs, each creak of the wood echoing her own weary sighs. She’d been avoiding this for weeks, the chore of sorting through the house's neglected spaces.

She’d thought she’d be relieved to finally be done with the unpacking, but everything felt heavy, leaden. The boxes held memories, but they also held the unspoken, the unfulfilled. Now, she was staring at what seemed like another mountain of forgotten junk.

An old trunk sat against the far wall. Amelia didn't want to look, but she found herself moving toward it, drawn by some unseen force. Inside, nestled amongst moth-eaten fabrics and yellowed letters, was a child's worn doll. Its painted face chipped, its dress tattered, but clutched in its tiny hand, a dried flower.

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