The news felt like a physical blow. Amelia sat at her desk, staring at the message on her computer screen, unblinking. The room felt cold, the air thick with the scent of stale coffee. Her graduation ceremony, planned to be in a few months, was now just a cruel illusion.

She'd been so close to escaping her hometown, to building a life of her own. Her dreams, once vivid and vibrant, now seemed faded and distant. A sense of helplessness washed over her. She'd worked so hard, made so many sacrifices. The thought of returning home, defeated, was a bitter pill to swallow.

The silence in her dorm room was deafening. The once-familiar objects – the posters on the walls, the books on her shelf – seemed alien and meaningless. Everything felt tainted, as though the world had somehow turned against her. She felt numb.

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