Rain hammered against the corrugated iron roof of the shed, a rhythmic drumming that mirrored the dull ache in Eleanor's chest. She'd been clearing out her late grandfather’s things for weeks, each object a fresh pang of loss. Today’s task was the overgrown vegetable patch. She swung the pickaxe, its weight a familiar burden, the rusty metal meeting the hard earth with a stubborn thud. Sweat beaded on her forehead, and a strange exhaustion settled deep in her bones, even though the morning was still young. Then, a metallic clang. The pickaxe had struck something solid.

Kneeling, she brushed away the loose soil, revealing a tarnished metal box. Curiosity, a fleeting flicker in the gloom, prompted her to drag it free. As she pried open the lid, a waft of musty air escaped, carrying with it the scent of forgotten things. Inside, nestled amongst yellowed newspaper clippings and a faded photograph, was a small, leather-bound journal. The handwriting was hers, undeniably. Dates from when she was twelve. An unfamiliar, yet strangely comforting, voice whispered in her memory.

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