The afternoon light filtered weakly through the grimy windows of the abandoned warehouse. Amelia traced patterns in the dust on a dilapidated table, an aimless activity in the face of her present situation. Her painting career had stalled, each rejection adding weight to the already heavy feeling in her. She'd been wandering through the derelict building for hours, the echoing emptiness reinforcing her own. She sighed.

She kicked at a loose floorboard. The wood splintered, revealing a metal box buried beneath. Inside, she found a sketchbook filled with vibrant, energetic drawings. A younger Amelia, bursting with creativity and confidence. Her eyes filled with tears, and a smile played at her lips. The discovery was like a forgotten voice, whispering of dreams she'd almost given up on.

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