The afternoon sun cast long shadows across the living room. Leo had withdrawn, spending all of his time locked in his study, the clicking of the keyboard the only sound that pierced the quiet. Ava felt a dull ache in her chest, a constant, low-level throb of unease.

She stumbled upon a flash drive, tucked away in his wallet. She plugged it into her laptop. A file, titled "The Shadow of Ava," opened on the screen. The story mirrored their life, their arguments, their silences, but in a way that felt utterly foreign.

The protagonist was portrayed as manipulative and controlling. Ava felt a jolt of shock, then a slow, creeping sadness. It felt like a punch to the gut, the realization that the man she loved saw her this way. She felt a cold sensation, a feeling of desolation.

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