Rain lashed against the windows of Leo's tiny apartment, mirroring the turmoil churning inside him. He stared at the photographs scattered across his coffee table, the images mocking him with their vibrant past. His grandfather, the war hero, was clowning around in a garish Hawaiian shirt, draped in leis and holding a cocktail.

Leo had always envisioned his grandfather as stoic, reserved, a man burdened by duty. The family stories were full of heroic tales, of courage under fire. Now, he was looking at a man who looked like he knew how to have a good time. A wave of unease washed over him. He felt hollow, as if the foundations of his understanding of the world were crumbling.

"This is… not right," he muttered, the words barely audible above the drumming of the rain. He felt a deep-seated weariness, a sense of having been sold something that wasn’t true.

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