The email was the last thing Maya expected as she sipped her morning coffee. Instead of joy and excitement for her graphic design major, she felt a hollow echo inside her. Her hands became clammy, and the mug felt heavy.

She'd poured everything into her studies. Late nights at the computer, endless revisions of her portfolio, the relentless pressure to create something original. Now, all that effort – meaningless. The carefully planned exhibition of her work, the networking events, the future she'd envisioned – shattered.

She dropped the mug, the sound of it hitting the floor barely registering. She felt detached, as if watching everything from a great distance. Her apartment felt cold, the cheerful posters on the walls mocking her. The world had turned upside down, and she felt herself falling into a dark abyss.

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