Rain lashed against the windows of Maya's tiny apartment, mirroring the mood that had settled over her. Hours she’d poured into this passion project, a children’s book about a lonely firefly. Now, facing the harsh glare of the publishing house’s rejection email, she felt utterly deflated.

She dragged herself to the coffee shop, the low hum of the rain a depressing soundtrack. The barista, a cheerful young woman with bright pink hair, greeted her. Maya barely managed a nod.

Inside, she saw him. Across the room, hunched over a laptop, was Liam, the quiet guy from her pottery class. He was showing a woman his screen. His words were hushed, but Maya could make out the title of the presentation: “The Luminescent Life of Leo.” The same premise, the same font, the same damn firefly. All the air seemed to leave her lungs.

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