He’d walked for hours, the cold seeping into his bones. The city lights blurred in the rain, mirroring the fuzziness in his mind. The argument with his father still echoed in his ears, leaving a bitter taste in his mouth. He felt… numb.

He found himself drawn to the pawn shop, the brightly lit window a beacon in the gloom. The interior was a chaotic jumble of discarded possessions, each with its own silent story. He drifted through the aisles, his gaze unfocused, searching for something, anything, to break through the fog.

His breath hitched in his throat. There, in the center of the display, lay the ring. His grandmother’s engagement ring. He felt a sudden, sharp pang of grief, a hollow ache that resonated deep within his chest. The world seemed to tilt on its axis.

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