Rain lashed against the attic window, mirroring the storm inside Amelia. She hadn't felt the sun on her skin in what felt like a lifetime. Dust motes danced in the lone shaft of light, illuminating the chaos of forgotten things. Amongst the trunks, a small, faded box beckoned. Inside, nestled amongst dried flowers and yellowed photographs, was a letter. Her handwriting, youthful and bold, glared back at her. She opened it, the paper brittle in her trembling hands.

"Dear Mom," it began. Amelia's chest constricted. She remembered the day she wrote this, a teenager consumed by self-doubt. The words poured out, a torrent of unexpressed feelings, of longing for connection. She read on, each sentence a fresh stab of that old feeling, the heavy weight that had settled in her chest. A tear, hot and unwelcome, traced a path down her cheek, leaving a clean track in the grime.

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