"Another late night, Mark?" His mother's voice, laced with concern, cut through the quiet of his apartment. He just shrugged, turning away from the glowing screen. He’d spent hours hunched over his computer, trying to distract himself from the dull ache in his gut.

He knew he should be enjoying the success of his new project, but the phone call from David had knocked the wind out of him. David, the "senior consultant" at a prestigious firm? A parking attendant. He’d seen the uniform himself at the weekend.

Mark flopped back against his chair, the plastic creaking under his weight. He’d looked up to David. Admired his ambition, his “savvy.” All a lie. The knowledge felt like a weight, pressing down on him.

He felt a deep and pervasive sense of… flatness.

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