He stared at the images, a coldness creeping into his extremities. David had never felt more burdened. The attic’s stale air seemed to settle in his lungs, making it difficult to breathe. The family lore told of a perfect marriage, a picture of unity.

The photos told a different story. His grandfather, the man of unwavering loyalty, was shown looking at a woman who was definitely not his grandmother, a longing evident in his eyes. A bitter taste coated David’s tongue. He felt a peculiar emptiness, a sense of being perpetually distanced from something he could never grasp.

He closed the album with a snap, the sound echoing in the silent room. He wanted to scream.

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