The sterile white walls of the hospital room seemed to close in around her. The scent of antiseptic hung heavy in the air, a constant reminder of the long hours and sleepless nights. The news, delivered via a brief email, felt like another heavy weight on her shoulders. Her article on the latest breakthrough in cancer treatment, published under someone else’s name.

She’d sacrificed everything for her research. Her friendships, her relationships, her own health. Now, it was as if all that effort had been erased. The world seemed to fade in and out of focus.

The IV drip in her arm throbbed in time with her pulse, a relentless reminder of her depleted state. She closed her eyes, wishing for the solace of sleep. The feeling of being completely and utterly worn out threatened to overwhelm her.

Emotion: tired

Cluster: Fatigue / Lethargy
PC1 (Valence): -0.92 Negative
PC2 (Disposition): -1.00

Role in Research

This story is one of 1,000 stories generated for the emotion tired. 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 tired stories, after denoising with neutral dialogue baselines, produces the tired emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the tired vector is projected through the unembedding matrix.

Promoted:
weary0.254
fatigue0.249
😴0.238
sighed0.237
barely0.230
Suppressed:
C-0.268
because-0.225
B-0.219
🤟-0.217
భి-0.214